Activity grouping (except CNAE 56, 64-66 and 95.1)	Main variables	Size of the enterprise	Total
Total Enterprises	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	12,38
Total Enterprises	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	9,54
Total Enterprises	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	21,17
Total Enterprises	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	45,29
Total Enterprises	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	44,92
Total Enterprises	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	44,41
Total Enterprises	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	44,13
Total Enterprises	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	49,34
Total Enterprises	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	32,77
Total Enterprises	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	31,46
Total Enterprises	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	32,43
Total Enterprises	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	40,65
Total Enterprises	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	38
Total Enterprises	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	37,34
Total Enterprises	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	38,16
Total Enterprises	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	41,26
Total Enterprises	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	30,29
Total Enterprises	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	27,61
Total Enterprises	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	31,25
Total Enterprises	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	42,84
Total Enterprises	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	34,77
Total Enterprises	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	28,91
Total Enterprises	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	39,68
Total Enterprises	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	56,13
Total Enterprises	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	39
Total Enterprises	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	33,48
Total Enterprises	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	45,32
Total Enterprises	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	55,44
Total Enterprises	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	12,29
Total Enterprises	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	9,76
Total Enterprises	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	13,35
Total Enterprises	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	23,81
Total Enterprises	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	28,89
Total Enterprises	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	27,35
Total Enterprises	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	30,03
Total Enterprises	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	34,76
Total Enterprises	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	26,89
Total Enterprises	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	22,96
Total Enterprises	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	29,8
Total Enterprises	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	41,97
Total Enterprises	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	28,57
Total Enterprises	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	27,79
Total Enterprises	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	26,49
Total Enterprises	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	37,29
Total Enterprises	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	8,51
Total Enterprises	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	5,89
Total Enterprises	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	9,92
Total Enterprises	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	19,79
Total Enterprises	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	23,2
Total Enterprises	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	16,73
Total Enterprises	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	29,24
Total Enterprises	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	45,4
Total Enterprises	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	19,17
Total Enterprises	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	18,84
Total Enterprises	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	17,86
Total Enterprises	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	23,82
Total Enterprises	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	24,11
Total Enterprises	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	22,87
Total Enterprises	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	23,72
Total Enterprises	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	31,73
Total Enterprises	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	21,99
Total Enterprises	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	17,82
Total Enterprises	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	26,51
Total Enterprises	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	35,02
Total Enterprises	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	17,23
Total Enterprises	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	13,56
Total Enterprises	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	20,31
Total Enterprises	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	30,57
Total Enterprises	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	21,66
Total Enterprises	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	19,78
Total Enterprises	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	23,13
Total Enterprises	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	28,78
Total Enterprises	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	45,75
Total Enterprises	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	43,11
Total Enterprises	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	47,78
Total Enterprises	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	55,73
Total Enterprises	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	32,81
Total Enterprises	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	28,95
Total Enterprises	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	34,6
Total Enterprises	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	50
Total Enterprises	G.4 % of enterprises that process data about individuals using AI (2)	Total	5,73
Total Enterprises	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	6,44
Total Enterprises	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	3,72
Total Enterprises	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	6,13
Total Enterprises	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	3,16
Total Enterprises	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	3,33
Total Enterprises	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	2,24
Total Enterprises	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	4,2
Total Enterprises	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	7,41
Total Enterprises	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	6,4
Total Enterprises	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	11,81
Total Enterprises	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	13,19
Total Enterprises	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	46,68
Total Enterprises	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	46,9
Total Enterprises	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	46,16
Total Enterprises	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	46,04
Total Enterprises	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	78,95
Total Enterprises	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	79,62
Total Enterprises	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	77,45
Total Enterprises	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	76,73
Total Enterprises	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	30,76
Total Enterprises	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	32,1
Total Enterprises	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	27,45
Total Enterprises	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	27,58
Total Enterprises	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	48,46
Total Enterprises	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	48,69
Total Enterprises	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	46,92
Total Enterprises	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	52,08
Total Enterprises	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	43,72
Total Enterprises	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	41,53
Total Enterprises	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	48,52
Total Enterprises	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	51,39
Total Enterprises	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	49,08
Total Enterprises	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	49,51
Total Enterprises	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	48,17
Total Enterprises	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	47,39
Total Enterprises	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	20,39
Total Enterprises	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	20,41
Total Enterprises	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	20,52
Total Enterprises	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	19,58
Total Enterprises	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	9,9
Total Enterprises	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	10,5
Total Enterprises	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	8
Total Enterprises	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	10,12
1. Total Industry (CNAE 10-39)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	10,09
1. Total Industry (CNAE 10-39)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	6,48
1. Total Industry (CNAE 10-39)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	19,3
1. Total Industry (CNAE 10-39)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	47,99
1. Total Industry (CNAE 10-39)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	34,47
1. Total Industry (CNAE 10-39)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	36,3
1. Total Industry (CNAE 10-39)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	32,75
1. Total Industry (CNAE 10-39)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	32,14
1. Total Industry (CNAE 10-39)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	23,83
1. Total Industry (CNAE 10-39)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	22,18
1. Total Industry (CNAE 10-39)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	24,09
1. Total Industry (CNAE 10-39)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	28,16
1. Total Industry (CNAE 10-39)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	24,94
1. Total Industry (CNAE 10-39)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	26,3
1. Total Industry (CNAE 10-39)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	22,69
1. Total Industry (CNAE 10-39)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	24,91
1. Total Industry (CNAE 10-39)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	33,83
1. Total Industry (CNAE 10-39)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	30,12
1. Total Industry (CNAE 10-39)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	31,55
1. Total Industry (CNAE 10-39)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	48,6
1. Total Industry (CNAE 10-39)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	29,84
1. Total Industry (CNAE 10-39)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	21,78
1. Total Industry (CNAE 10-39)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	29,46
1. Total Industry (CNAE 10-39)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	53,95
1. Total Industry (CNAE 10-39)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	36,73
1. Total Industry (CNAE 10-39)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	29,4
1. Total Industry (CNAE 10-39)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	41,79
1. Total Industry (CNAE 10-39)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	49,23
1. Total Industry (CNAE 10-39)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	19,39
1. Total Industry (CNAE 10-39)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	14,75
1. Total Industry (CNAE 10-39)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	17,22
1. Total Industry (CNAE 10-39)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	36,68
1. Total Industry (CNAE 10-39)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	20,99
1. Total Industry (CNAE 10-39)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	21,72
1. Total Industry (CNAE 10-39)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	20,32
1. Total Industry (CNAE 10-39)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	20,04
1. Total Industry (CNAE 10-39)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	32,54
1. Total Industry (CNAE 10-39)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	25,62
1. Total Industry (CNAE 10-39)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	32,31
1. Total Industry (CNAE 10-39)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	53,09
1. Total Industry (CNAE 10-39)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	21,39
1. Total Industry (CNAE 10-39)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	20
1. Total Industry (CNAE 10-39)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	18,52
1. Total Industry (CNAE 10-39)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	30,47
1. Total Industry (CNAE 10-39)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	13,17
1. Total Industry (CNAE 10-39)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	9,05
1. Total Industry (CNAE 10-39)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	13,08
1. Total Industry (CNAE 10-39)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	25,3
1. Total Industry (CNAE 10-39)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	26,94
1. Total Industry (CNAE 10-39)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	20,99
1. Total Industry (CNAE 10-39)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	25,67
1. Total Industry (CNAE 10-39)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	46,51
1. Total Industry (CNAE 10-39)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	16,87
1. Total Industry (CNAE 10-39)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	17,27
1. Total Industry (CNAE 10-39)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	14,11
1. Total Industry (CNAE 10-39)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	20,51
1. Total Industry (CNAE 10-39)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	17,46
1. Total Industry (CNAE 10-39)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	18,06
1. Total Industry (CNAE 10-39)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	13,55
1. Total Industry (CNAE 10-39)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	22,52
1. Total Industry (CNAE 10-39)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	16,84
1. Total Industry (CNAE 10-39)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	13,21
1. Total Industry (CNAE 10-39)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	16,49
1. Total Industry (CNAE 10-39)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	28,03
1. Total Industry (CNAE 10-39)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	13,82
1. Total Industry (CNAE 10-39)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	9,84
1. Total Industry (CNAE 10-39)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	13,19
1. Total Industry (CNAE 10-39)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	26,52
1. Total Industry (CNAE 10-39)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	14,28
1. Total Industry (CNAE 10-39)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	11,57
1. Total Industry (CNAE 10-39)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	14,63
1. Total Industry (CNAE 10-39)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	21,54
1. Total Industry (CNAE 10-39)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	45,7
1. Total Industry (CNAE 10-39)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	40,85
1. Total Industry (CNAE 10-39)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	46,76
1. Total Industry (CNAE 10-39)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	57,95
1. Total Industry (CNAE 10-39)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	41,73
1. Total Industry (CNAE 10-39)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	37,75
1. Total Industry (CNAE 10-39)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	37,41
1. Total Industry (CNAE 10-39)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	60,84
1. Total Industry (CNAE 10-39)	G.4 % of enterprises that process data about individuals using AI (2)	Total	3,05
1. Total Industry (CNAE 10-39)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	3,49
1. Total Industry (CNAE 10-39)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	2,4
1. Total Industry (CNAE 10-39)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	2,93
1. Total Industry (CNAE 10-39)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	0,72
1. Total Industry (CNAE 10-39)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	0
1. Total Industry (CNAE 10-39)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	1,39
1. Total Industry (CNAE 10-39)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	1,66
1. Total Industry (CNAE 10-39)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	7,58
1. Total Industry (CNAE 10-39)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	6,15
1. Total Industry (CNAE 10-39)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	12,95
1. Total Industry (CNAE 10-39)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	15,05
1. Total Industry (CNAE 10-39)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	45,88
1. Total Industry (CNAE 10-39)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	43,48
1. Total Industry (CNAE 10-39)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	53,32
1. Total Industry (CNAE 10-39)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	39,28
1. Total Industry (CNAE 10-39)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	76,08
1. Total Industry (CNAE 10-39)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	75,88
1. Total Industry (CNAE 10-39)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	75,53
1. Total Industry (CNAE 10-39)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	79,9
1. Total Industry (CNAE 10-39)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	28,95
1. Total Industry (CNAE 10-39)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	31,21
1. Total Industry (CNAE 10-39)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	25
1. Total Industry (CNAE 10-39)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	23,74
1. Total Industry (CNAE 10-39)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	48,9
1. Total Industry (CNAE 10-39)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	49,49
1. Total Industry (CNAE 10-39)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	44,68
1. Total Industry (CNAE 10-39)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	59,5
1. Total Industry (CNAE 10-39)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	38,09
1. Total Industry (CNAE 10-39)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	35,29
1. Total Industry (CNAE 10-39)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	42,87
1. Total Industry (CNAE 10-39)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	44,94
1. Total Industry (CNAE 10-39)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	42,21
1. Total Industry (CNAE 10-39)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	40,37
1. Total Industry (CNAE 10-39)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	46,44
1. Total Industry (CNAE 10-39)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	42,67
1. Total Industry (CNAE 10-39)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	15,1
1. Total Industry (CNAE 10-39)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	16,41
1. Total Industry (CNAE 10-39)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	11,01
1. Total Industry (CNAE 10-39)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	18,84
1. Total Industry (CNAE 10-39)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	11,19
1. Total Industry (CNAE 10-39)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	13,58
1. Total Industry (CNAE 10-39)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	7,09
1. Total Industry (CNAE 10-39)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	5,54
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	8,1
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	4,2
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	21,6
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	49,51
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	29,17
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	29,24
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	30,84
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	25,44
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	22,93
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	22,01
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	24,18
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	22,41
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	22,16
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	26,18
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	19,11
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	19,28
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	35,1
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	28,34
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	36,1
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	48,83
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	20,32
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	5,75
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	22,34
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	50,2
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	35,97
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	29,6
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	37,13
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	48,46
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	14,96
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	7,47
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	13,95
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	34,78
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	15,37
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	5,25
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	26,49
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	15,25
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	28,34
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	17,59
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	28,52
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	53,25
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	16,73
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	8,94
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	16,75
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	35,01
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	11,51
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	1,26
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	17,39
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	22,97
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	27,87
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	20,54
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	28,45
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	43,89
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	14,37
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	10,88
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	14,62
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	22,06
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	13,19
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	16,78
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	9,69
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	12,3
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	8,81
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	3,75
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	10,52
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	17,05
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	15,56
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	17,3
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	11,25
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	20,73
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	15,96
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	19,89
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	12,02
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	15,18
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	44,33
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	29,9
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	51,98
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	61,81
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	40,27
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	32,46
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	37,69
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	64,18
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.4 % of enterprises that process data about individuals using AI (2)	Total	2,45
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	0,24
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	4,4
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	3,42
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	0,89
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	0
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	1,75
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	1,14
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	9,37
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	8,73
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	12,42
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	12
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	43,96
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	39,87
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	61,99
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	34,37
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	66,27
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	65,74
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	67,56
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	70,42
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	26,51
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	27,88
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	22,46
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	19,63
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	44,89
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	45,86
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	38,83
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	56,38
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	31,88
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	27,67
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	46,02
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	44,67
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	35,51
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	33,98
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	42,97
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	28,34
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	15,03
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	14,97
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	14,02
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	21,28
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	6,76
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	6,63
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	7,51
1.1. Food, beverages, tobacco, textile, clothing, leather and footwear, wood and cork, paper, graphic arts and reproduction of recorded media (CNAE 10-18)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	5,49
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	11,31
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	6,24
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	17,84
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	45,82
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	28,8
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	23,59
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	31
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	33,83
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	17,9
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	9,9
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	22,06
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	24,57
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	19,7
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	11,87
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	25,7
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	23,66
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	42,17
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	45,73
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	38,42
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	41,75
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	29,15
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	13,23
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	28,07
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	54,92
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	34,41
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	29,07
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	30,1
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	48,32
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	24,3
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	18,95
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	18,1
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	40,75
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	21,19
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	19,73
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	23,49
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	20,34
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	41,39
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	37,63
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	39,21
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	50,05
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	23,41
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	30,35
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	12,13
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	27,88
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	17,02
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	16,52
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	10,54
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	26,43
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	38,97
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	50,9
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	18,22
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	48,49
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	17,03
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	18,42
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	13,13
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	20,12
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	18,41
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	19,17
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	13,73
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	23,49
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	16,91
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	15,98
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	8,33
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	29,8
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	18,22
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	19,19
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	8,7
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	29,47
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	12,17
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	7
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	9,69
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	23,37
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	49,93
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	47,78
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	43,48
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	61,84
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	37,24
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	28,94
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	32,01
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	56,9
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.4 % of enterprises that process data about individuals using AI (2)	Total	1,6
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	0
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	2,83
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	2,39
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	1,18
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	0
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	2,83
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	0,76
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	8,5
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	4,33
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	18,46
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	21,18
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	52,81
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	53,71
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	51,98
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	53,25
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	82,72
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	89,9
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	75,78
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	87,05
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	29,8
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	44,38
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	21,82
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	20,25
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	43,82
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	48,75
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	38,15
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	49,47
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	48,76
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	46,79
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	47,18
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	57,97
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	65,97
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	65,62
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	65,61
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	67,83
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	10,68
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	14,42
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	3,57
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	23,34
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	15,5
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	38,13
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	2,1
1.2 Coke and petroleum refining pharmaceutical products rubber and plastics non-metallic mineral products (CNAE 19-23)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	3,71
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	8,97
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	7,45
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	12,95
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	44,33
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	30,07
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	29,12
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	39,26
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	18,55
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	23,07
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	24,12
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	19,57
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	22,75
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	21,94
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	18,03
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	39,04
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	15,27
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	25,23
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	20,75
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	20,82
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	64,63
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	31,72
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	25,44
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	42,31
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	54,06
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	33,8
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	26,54
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	51,58
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	48,8
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	15,82
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	12,35
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	19,65
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	32,16
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	21,97
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	26,7
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	9,62
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	13,73
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	38,79
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	35,99
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	37,71
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	60,13
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	30,8
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	33,9
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	27,41
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	16,14
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	17,54
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	19,1
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	11,84
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	18,04
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	19,99
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	14,05
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	28,21
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	44,63
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	25,3
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	30
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	13,14
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	16,9
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	6,4
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	2,35
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	11,34
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	24,55
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	6,54
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	0
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	21,97
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	21,14
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	3,4
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	0
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	10,98
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	11,9
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	4,95
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	0
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	17,93
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	13,49
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	40,68
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	42,6
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	29,91
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	48,7
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	67,25
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	71,79
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	52,95
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	64,09
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.4 % of enterprises that process data about individuals using AI (2)	Total	6,25
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	8,94
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	0
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	0
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	0
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	0
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	0
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	0
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	5,3
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	3,79
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	12,69
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	17,14
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	55,31
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	63,75
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	43,59
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	37,11
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	91,72
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	100
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	78,23
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	83,92
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	35,41
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	31,75
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	41,88
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	36,35
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	63,22
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	66,27
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	56,71
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	67,95
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	40,94
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	48,25
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	29,26
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	32,76
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	50,12
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	56,93
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	39,5
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	41,35
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	15,23
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	19,96
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	8,05
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	8,03
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	13,26
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	12,85
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	15,43
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	6,18
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	12,46
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	8,8
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	21,38
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	51,51
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	38,39
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	42,48
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	32,13
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	34,78
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	23,57
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	21,91
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	23,27
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	30,03
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	30,03
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	36,17
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	17,58
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	29,98
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	32,41
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	33,23
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	24,19
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	43,97
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	34,56
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	30,79
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	32,25
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	52,15
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	39,31
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	29,73
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	54,83
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	46,27
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	22,65
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	17,75
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	23,21
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	39,27
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	23,69
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	29,61
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	13,13
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	21,09
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	26,55
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	18,58
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	28,57
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	51,6
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	17,6
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	15,91
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	16,06
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	26,42
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	11,65
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	6,74
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	10,06
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	32,04
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	22,17
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	15,37
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	23,42
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	44,4
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	12,35
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	11,49
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	13,75
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	12,95
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	24,92
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	28,16
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	17,68
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	26,13
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	26,43
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	25,17
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	22,71
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	37,51
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	13,91
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	7,33
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	17,42
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	31,31
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	18,02
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	16,41
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	17,94
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	23,91
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	49,65
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	46,95
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	53,87
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	51,87
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	30,06
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	22,61
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	31,91
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	53,54
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.4 % of enterprises that process data about individuals using AI (2)	Total	2,6
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	4,42
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	0
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	0,66
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	0
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	0
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	0
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	0
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	5,93
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	4,89
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	9,33
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	13,32
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	35,07
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	31,55
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	45,16
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	32,14
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	80,87
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	77,86
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	87,99
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	82,9
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	26
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	27,19
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	21,53
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	30,11
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	53,13
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	51,33
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	49,31
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	78,37
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	35,61
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	35,8
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	32,32
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	43,92
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	30,71
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	30,02
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	32,22
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	31,5
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	15,22
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	15,69
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	12,01
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	21,14
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	17,23
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	23,33
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	5,59
1.4. Computer, electronic and optical products electric equipment, machinery and mechanical equipment motor vehicles transport material furniture manufacturing industry, repair of machinery and equipment (CNAE 26-33)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	4,87
1.5. Energy and water (CNAE 35-39)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	14
1.5. Energy and water (CNAE 35-39)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	9,92
1.5. Energy and water (CNAE 35-39)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	18,8
1.5. Energy and water (CNAE 35-39)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	43,61
1.5. Energy and water (CNAE 35-39)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	62,72
1.5. Energy and water (CNAE 35-39)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	75,29
1.5. Energy and water (CNAE 35-39)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	41,86
1.5. Energy and water (CNAE 35-39)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	56,86
1.5. Energy and water (CNAE 35-39)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	43,55
1.5. Energy and water (CNAE 35-39)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	38,82
1.5. Energy and water (CNAE 35-39)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	41,33
1.5. Energy and water (CNAE 35-39)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	57,24
1.5. Energy and water (CNAE 35-39)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	33,67
1.5. Energy and water (CNAE 35-39)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	31,09
1.5. Energy and water (CNAE 35-39)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	31,36
1.5. Energy and water (CNAE 35-39)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	42,39
1.5. Energy and water (CNAE 35-39)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	35,09
1.5. Energy and water (CNAE 35-39)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	23,95
1.5. Energy and water (CNAE 35-39)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	33,84
1.5. Energy and water (CNAE 35-39)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	62,84
1.5. Energy and water (CNAE 35-39)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	47,43
1.5. Energy and water (CNAE 35-39)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	39,54
1.5. Energy and water (CNAE 35-39)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	44,4
1.5. Energy and water (CNAE 35-39)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	69,51
1.5. Energy and water (CNAE 35-39)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	40,81
1.5. Energy and water (CNAE 35-39)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	36,26
1.5. Energy and water (CNAE 35-39)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	30,49
1.5. Energy and water (CNAE 35-39)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	63,38
1.5. Energy and water (CNAE 35-39)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	21,42
1.5. Energy and water (CNAE 35-39)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	26,27
1.5. Energy and water (CNAE 35-39)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	4,18
1.5. Energy and water (CNAE 35-39)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	29,67
1.5. Energy and water (CNAE 35-39)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	30,68
1.5. Energy and water (CNAE 35-39)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	31,12
1.5. Energy and water (CNAE 35-39)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	22,47
1.5. Energy and water (CNAE 35-39)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	39,02
1.5. Energy and water (CNAE 35-39)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	41,53
1.5. Energy and water (CNAE 35-39)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	33,73
1.5. Energy and water (CNAE 35-39)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	43,56
1.5. Energy and water (CNAE 35-39)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	57,62
1.5. Energy and water (CNAE 35-39)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	31,27
1.5. Energy and water (CNAE 35-39)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	17,48
1.5. Energy and water (CNAE 35-39)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	44,89
1.5. Energy and water (CNAE 35-39)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	48,27
1.5. Energy and water (CNAE 35-39)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	8,12
1.5. Energy and water (CNAE 35-39)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	3,59
1.5. Energy and water (CNAE 35-39)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	8,91
1.5. Energy and water (CNAE 35-39)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	17,92
1.5. Energy and water (CNAE 35-39)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	31,74
1.5. Energy and water (CNAE 35-39)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	18,36
1.5. Energy and water (CNAE 35-39)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	35,98
1.5. Energy and water (CNAE 35-39)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	58,49
1.5. Energy and water (CNAE 35-39)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	26,96
1.5. Energy and water (CNAE 35-39)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	25,27
1.5. Energy and water (CNAE 35-39)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	17,06
1.5. Energy and water (CNAE 35-39)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	42,25
1.5. Energy and water (CNAE 35-39)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	26,78
1.5. Energy and water (CNAE 35-39)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	22,03
1.5. Energy and water (CNAE 35-39)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	22,94
1.5. Energy and water (CNAE 35-39)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	42,39
1.5. Energy and water (CNAE 35-39)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	33,38
1.5. Energy and water (CNAE 35-39)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	26,44
1.5. Energy and water (CNAE 35-39)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	41,81
1.5. Energy and water (CNAE 35-39)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	40,15
1.5. Energy and water (CNAE 35-39)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	19,7
1.5. Energy and water (CNAE 35-39)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	9,27
1.5. Energy and water (CNAE 35-39)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	23,89
1.5. Energy and water (CNAE 35-39)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	39,56
1.5. Energy and water (CNAE 35-39)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	17,19
1.5. Energy and water (CNAE 35-39)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	3,52
1.5. Energy and water (CNAE 35-39)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	25,58
1.5. Energy and water (CNAE 35-39)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	39,88
1.5. Energy and water (CNAE 35-39)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	36,72
1.5. Energy and water (CNAE 35-39)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	34,02
1.5. Energy and water (CNAE 35-39)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	20,12
1.5. Energy and water (CNAE 35-39)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	62,1
1.5. Energy and water (CNAE 35-39)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	49,45
1.5. Energy and water (CNAE 35-39)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	37,26
1.5. Energy and water (CNAE 35-39)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	49,78
1.5. Energy and water (CNAE 35-39)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	77,86
1.5. Energy and water (CNAE 35-39)	G.4 % of enterprises that process data about individuals using AI (2)	Total	3,61
1.5. Energy and water (CNAE 35-39)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	0
1.5. Energy and water (CNAE 35-39)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	3,42
1.5. Energy and water (CNAE 35-39)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	12,36
1.5. Energy and water (CNAE 35-39)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	3,61
1.5. Energy and water (CNAE 35-39)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	0
1.5. Energy and water (CNAE 35-39)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	3,42
1.5. Energy and water (CNAE 35-39)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	12,36
1.5. Energy and water (CNAE 35-39)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	7,71
1.5. Energy and water (CNAE 35-39)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	5,88
1.5. Energy and water (CNAE 35-39)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	13,49
1.5. Energy and water (CNAE 35-39)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	11,36
1.5. Energy and water (CNAE 35-39)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	58,21
1.5. Energy and water (CNAE 35-39)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	65,06
1.5. Energy and water (CNAE 35-39)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	60,22
1.5. Energy and water (CNAE 35-39)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	15,04
1.5. Energy and water (CNAE 35-39)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	87,66
1.5. Energy and water (CNAE 35-39)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	100
1.5. Energy and water (CNAE 35-39)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	74,62
1.5. Energy and water (CNAE 35-39)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	62,41
1.5. Energy and water (CNAE 35-39)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	42,94
1.5. Energy and water (CNAE 35-39)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	60,87
1.5. Energy and water (CNAE 35-39)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	21,21
1.5. Energy and water (CNAE 35-39)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	15,04
1.5. Energy and water (CNAE 35-39)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	50,05
1.5. Energy and water (CNAE 35-39)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	43,73
1.5. Energy and water (CNAE 35-39)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	61,69
1.5. Energy and water (CNAE 35-39)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	47,37
1.5. Energy and water (CNAE 35-39)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	62,6
1.5. Energy and water (CNAE 35-39)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	68,66
1.5. Energy and water (CNAE 35-39)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	69,75
1.5. Energy and water (CNAE 35-39)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	7,52
1.5. Energy and water (CNAE 35-39)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	51,73
1.5. Energy and water (CNAE 35-39)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	68,66
1.5. Energy and water (CNAE 35-39)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	36,88
1.5. Energy and water (CNAE 35-39)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	7,52
1.5. Energy and water (CNAE 35-39)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	28,34
1.5. Energy and water (CNAE 35-39)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	31,38
1.5. Energy and water (CNAE 35-39)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	32,13
1.5. Energy and water (CNAE 35-39)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	0
1.5. Energy and water (CNAE 35-39)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	10,54
1.5. Energy and water (CNAE 35-39)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	9,55
1.5. Energy and water (CNAE 35-39)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	10,8
1.5. Energy and water (CNAE 35-39)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	15,04
2. Total Construction (CNAE 41-43)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	4,48
2. Total Construction (CNAE 41-43)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	3,74
2. Total Construction (CNAE 41-43)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	8,17
2. Total Construction (CNAE 41-43)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	38,75
2. Total Construction (CNAE 41-43)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	33,88
2. Total Construction (CNAE 41-43)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	32,73
2. Total Construction (CNAE 41-43)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	33,94
2. Total Construction (CNAE 41-43)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	45,59
2. Total Construction (CNAE 41-43)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	27,33
2. Total Construction (CNAE 41-43)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	27,92
2. Total Construction (CNAE 41-43)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	24,17
2. Total Construction (CNAE 41-43)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	29,43
2. Total Construction (CNAE 41-43)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	33,13
2. Total Construction (CNAE 41-43)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	27,81
2. Total Construction (CNAE 41-43)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	49,13
2. Total Construction (CNAE 41-43)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	47,04
2. Total Construction (CNAE 41-43)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	31,52
2. Total Construction (CNAE 41-43)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	31,46
2. Total Construction (CNAE 41-43)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	28,99
2. Total Construction (CNAE 41-43)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	38,62
2. Total Construction (CNAE 41-43)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	13,31
2. Total Construction (CNAE 41-43)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	10,33
2. Total Construction (CNAE 41-43)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	13,78
2. Total Construction (CNAE 41-43)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	43,01
2. Total Construction (CNAE 41-43)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	29,52
2. Total Construction (CNAE 41-43)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	29,52
2. Total Construction (CNAE 41-43)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	25,79
2. Total Construction (CNAE 41-43)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	39,2
2. Total Construction (CNAE 41-43)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	29,33
2. Total Construction (CNAE 41-43)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	28,53
2. Total Construction (CNAE 41-43)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	37,71
2. Total Construction (CNAE 41-43)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	15,99
2. Total Construction (CNAE 41-43)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	15,47
2. Total Construction (CNAE 41-43)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	16,9
2. Total Construction (CNAE 41-43)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	5,34
2. Total Construction (CNAE 41-43)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	26,7
2. Total Construction (CNAE 41-43)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	22,21
2. Total Construction (CNAE 41-43)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	20,32
2. Total Construction (CNAE 41-43)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	25,69
2. Total Construction (CNAE 41-43)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	32,78
2. Total Construction (CNAE 41-43)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	17,88
2. Total Construction (CNAE 41-43)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	15,57
2. Total Construction (CNAE 41-43)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	24,11
2. Total Construction (CNAE 41-43)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	25,82
2. Total Construction (CNAE 41-43)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	2,62
2. Total Construction (CNAE 41-43)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	1,82
2. Total Construction (CNAE 41-43)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	2,78
2. Total Construction (CNAE 41-43)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	10,47
2. Total Construction (CNAE 41-43)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	11,88
2. Total Construction (CNAE 41-43)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	6,76
2. Total Construction (CNAE 41-43)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	23,22
2. Total Construction (CNAE 41-43)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	35,75
2. Total Construction (CNAE 41-43)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	22,97
2. Total Construction (CNAE 41-43)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	23,96
2. Total Construction (CNAE 41-43)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	20,27
2. Total Construction (CNAE 41-43)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	19,69
2. Total Construction (CNAE 41-43)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	16,94
2. Total Construction (CNAE 41-43)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	16,87
2. Total Construction (CNAE 41-43)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	12,95
2. Total Construction (CNAE 41-43)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	28
2. Total Construction (CNAE 41-43)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	17,35
2. Total Construction (CNAE 41-43)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	16,12
2. Total Construction (CNAE 41-43)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	18,77
2. Total Construction (CNAE 41-43)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	26,4
2. Total Construction (CNAE 41-43)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	3,66
2. Total Construction (CNAE 41-43)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	0,96
2. Total Construction (CNAE 41-43)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	7,11
2. Total Construction (CNAE 41-43)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	22,78
2. Total Construction (CNAE 41-43)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	10,89
2. Total Construction (CNAE 41-43)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	3,78
2. Total Construction (CNAE 41-43)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	36,58
2. Total Construction (CNAE 41-43)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	18,44
2. Total Construction (CNAE 41-43)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	26,91
2. Total Construction (CNAE 41-43)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	22,19
2. Total Construction (CNAE 41-43)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	41,89
2. Total Construction (CNAE 41-43)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	37,25
2. Total Construction (CNAE 41-43)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	32,34
2. Total Construction (CNAE 41-43)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	31,98
2. Total Construction (CNAE 41-43)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	28,16
2. Total Construction (CNAE 41-43)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	46,84
2. Total Construction (CNAE 41-43)	G.4 % of enterprises that process data about individuals using AI (2)	Total	10,51
2. Total Construction (CNAE 41-43)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	13,98
2. Total Construction (CNAE 41-43)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	0
2. Total Construction (CNAE 41-43)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	1,59
2. Total Construction (CNAE 41-43)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	0
2. Total Construction (CNAE 41-43)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	0
2. Total Construction (CNAE 41-43)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	0
2. Total Construction (CNAE 41-43)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	0
2. Total Construction (CNAE 41-43)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	3,77
2. Total Construction (CNAE 41-43)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	3,26
2. Total Construction (CNAE 41-43)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	6,9
2. Total Construction (CNAE 41-43)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	21,4
2. Total Construction (CNAE 41-43)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	36,28
2. Total Construction (CNAE 41-43)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	32,3
2. Total Construction (CNAE 41-43)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	50,27
2. Total Construction (CNAE 41-43)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	46,34
2. Total Construction (CNAE 41-43)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	85,04
2. Total Construction (CNAE 41-43)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	87,78
2. Total Construction (CNAE 41-43)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	74,51
2. Total Construction (CNAE 41-43)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	81,76
2. Total Construction (CNAE 41-43)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	26,39
2. Total Construction (CNAE 41-43)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	28,46
2. Total Construction (CNAE 41-43)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	20,09
2. Total Construction (CNAE 41-43)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	17,42
2. Total Construction (CNAE 41-43)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	62,73
2. Total Construction (CNAE 41-43)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	65,35
2. Total Construction (CNAE 41-43)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	52,6
2. Total Construction (CNAE 41-43)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	59,69
2. Total Construction (CNAE 41-43)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	41,31
2. Total Construction (CNAE 41-43)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	32,71
2. Total Construction (CNAE 41-43)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	68,83
2. Total Construction (CNAE 41-43)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	73,54
2. Total Construction (CNAE 41-43)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	44,43
2. Total Construction (CNAE 41-43)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	40,43
2. Total Construction (CNAE 41-43)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	56,43
2. Total Construction (CNAE 41-43)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	62,57
2. Total Construction (CNAE 41-43)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	23,74
2. Total Construction (CNAE 41-43)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	22,52
2. Total Construction (CNAE 41-43)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	29,49
2. Total Construction (CNAE 41-43)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	21,02
2. Total Construction (CNAE 41-43)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	9,5
2. Total Construction (CNAE 41-43)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	8,51
2. Total Construction (CNAE 41-43)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	12,26
2. Total Construction (CNAE 41-43)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	14,84
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	15,6
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	12,66
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	24,46
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	44,46
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	48,82
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	47,3
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	49,02
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	58,13
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	35,8
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	33,88
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	36,05
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	47,51
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	42,17
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	40,7
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	43,27
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	49,09
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	29,17
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	26,7
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	31,27
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	40,19
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	37,91
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	32,19
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	45,1
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	57,94
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	40,41
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	34,75
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	47,85
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	59,45
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	8,88
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	6,94
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	10,39
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	17,82
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	32,24
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	29,57
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	35,19
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	42,55
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	25,62
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	22,6
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	29,11
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	36,93
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	31,49
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	30,64
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	29,62
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	41,32
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	7,64
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	5,54
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	9,18
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	17,56
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	23,02
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	16,66
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	30,95
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	45,39
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	19,54
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	18,74
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	19,11
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	25,7
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	26,61
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	24,49
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	28,2
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	36,54
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	23,86
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	19,01
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	30,73
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	38,99
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	19,29
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	15,53
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	23,79
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	33,02
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	24,66
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	23,07
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	25,47
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	32,97
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	47,27
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	45,51
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	48,53
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	55,65
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	30,27
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	26,69
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	33,94
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	44,76
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.4 % of enterprises that process data about individuals using AI (2)	Total	6,12
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	6,43
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	4,44
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	7,98
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	4,11
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	4,38
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	2,7
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	5,7
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	8,35
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	7,48
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	12,18
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	11,81
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	48,31
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	50,08
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	42,12
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	49,99
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	79,35
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	79,89
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	78,72
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	74,29
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	32,05
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	32,91
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	29,46
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	31,03
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	46,5
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	46,18
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	47,45
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	46,82
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	46,3
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	44,96
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	49,24
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	52,63
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	52,45
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	54,04
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	48,18
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	48,41
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	22,12
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	21,58
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	24,38
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	19,86
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	9,42
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	9,65
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	8,02
3. Total Services (CNAE 45-82, excluding CNAE 56: food and drink services, and financial services)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	12,28
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	9,64
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	7,66
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	15,95
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	41,5
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	38,17
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	35,01
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	43,23
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	47,19
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	32,9
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	33,99
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	26,23
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	39,69
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	36,99
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	38,04
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	35,73
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	33,19
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	29,83
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	30,61
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	24,13
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	36,58
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	23,63
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	16,88
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	33,03
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	45,59
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	33,09
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	27,3
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	41,13
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	52,05
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	8,34
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	5,76
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	11,75
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	17,13
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	35,4
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	32,27
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	38,71
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	47,7
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	16,04
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	9,64
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	28,38
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	30,02
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	26,56
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	21,54
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	34,85
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	40,38
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	10,72
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	5,7
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	17,14
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	28,25
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	21,13
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	14,66
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	32,17
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	38,15
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	19,46
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	16,41
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	26,69
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	23,4
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	14,27
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	12,96
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	15,98
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	18,74
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	13,1
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	9,67
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	17,2
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	25,69
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	11,4
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	6,57
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	17,53
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	28,32
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	14,83
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	13,8
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	15,14
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	20,47
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	46,97
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	41,65
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	63,16
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	46,58
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	30,96
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	27,6
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	31,92
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	49,45
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.4 % of enterprises that process data about individuals using AI (2)	Total	4,86
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	4,79
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	3,89
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	7,26
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	2,47
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	1,69
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	3,89
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	4,34
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	7,07
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	5,93
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	13,29
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	11,94
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	50,47
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	51,03
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	48,84
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	50,75
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	78,69
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	76,25
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	85,6
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	78,19
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	38
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	39,94
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	32,08
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	40,91
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	46
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	45,68
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	45,37
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	55
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	42,66
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	42,57
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	41,76
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	49,39
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	51,74
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	52,34
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	51,66
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	42,45
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	24,52
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	23,72
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	27,37
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	21
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	12,06
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	14,14
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	4,86
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	20,02
3.2. Transport and storage (CNAE 49-53)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	8,65
3.2. Transport and storage (CNAE 49-53)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	7,14
3.2. Transport and storage (CNAE 49-53)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	10,71
3.2. Transport and storage (CNAE 49-53)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	38,95
3.2. Transport and storage (CNAE 49-53)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	31,33
3.2. Transport and storage (CNAE 49-53)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	34,46
3.2. Transport and storage (CNAE 49-53)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	5,98
3.2. Transport and storage (CNAE 49-53)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	45,28
3.2. Transport and storage (CNAE 49-53)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	52,95
3.2. Transport and storage (CNAE 49-53)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	57,87
3.2. Transport and storage (CNAE 49-53)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	39,37
3.2. Transport and storage (CNAE 49-53)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	45,15
3.2. Transport and storage (CNAE 49-53)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	35,02
3.2. Transport and storage (CNAE 49-53)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	29,32
3.2. Transport and storage (CNAE 49-53)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	47,59
3.2. Transport and storage (CNAE 49-53)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	47,66
3.2. Transport and storage (CNAE 49-53)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	30,77
3.2. Transport and storage (CNAE 49-53)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	28,65
3.2. Transport and storage (CNAE 49-53)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	31,69
3.2. Transport and storage (CNAE 49-53)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	39,71
3.2. Transport and storage (CNAE 49-53)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	19,06
3.2. Transport and storage (CNAE 49-53)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	12,69
3.2. Transport and storage (CNAE 49-53)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	23,84
3.2. Transport and storage (CNAE 49-53)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	43,68
3.2. Transport and storage (CNAE 49-53)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	32,15
3.2. Transport and storage (CNAE 49-53)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	31,97
3.2. Transport and storage (CNAE 49-53)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	20,13
3.2. Transport and storage (CNAE 49-53)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	46,6
3.2. Transport and storage (CNAE 49-53)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	9,27
3.2. Transport and storage (CNAE 49-53)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	6,55
3.2. Transport and storage (CNAE 49-53)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	7,06
3.2. Transport and storage (CNAE 49-53)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	24,58
3.2. Transport and storage (CNAE 49-53)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	19,04
3.2. Transport and storage (CNAE 49-53)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	18,45
3.2. Transport and storage (CNAE 49-53)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	12,28
3.2. Transport and storage (CNAE 49-53)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	29,42
3.2. Transport and storage (CNAE 49-53)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	14,47
3.2. Transport and storage (CNAE 49-53)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	14,17
3.2. Transport and storage (CNAE 49-53)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	5,93
3.2. Transport and storage (CNAE 49-53)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	25,58
3.2. Transport and storage (CNAE 49-53)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	24,97
3.2. Transport and storage (CNAE 49-53)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	27,38
3.2. Transport and storage (CNAE 49-53)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	12,33
3.2. Transport and storage (CNAE 49-53)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	27,94
3.2. Transport and storage (CNAE 49-53)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	12,06
3.2. Transport and storage (CNAE 49-53)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	8,98
3.2. Transport and storage (CNAE 49-53)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	15,31
3.2. Transport and storage (CNAE 49-53)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	22,85
3.2. Transport and storage (CNAE 49-53)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	17,87
3.2. Transport and storage (CNAE 49-53)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	11,42
3.2. Transport and storage (CNAE 49-53)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	29,79
3.2. Transport and storage (CNAE 49-53)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	34,77
3.2. Transport and storage (CNAE 49-53)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	15,87
3.2. Transport and storage (CNAE 49-53)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	15,56
3.2. Transport and storage (CNAE 49-53)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	16,07
3.2. Transport and storage (CNAE 49-53)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	17,11
3.2. Transport and storage (CNAE 49-53)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	10,08
3.2. Transport and storage (CNAE 49-53)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	8,45
3.2. Transport and storage (CNAE 49-53)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	4,27
3.2. Transport and storage (CNAE 49-53)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	24,3
3.2. Transport and storage (CNAE 49-53)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	7,44
3.2. Transport and storage (CNAE 49-53)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	2,91
3.2. Transport and storage (CNAE 49-53)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	10,23
3.2. Transport and storage (CNAE 49-53)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	25,61
3.2. Transport and storage (CNAE 49-53)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	9,13
3.2. Transport and storage (CNAE 49-53)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	7,59
3.2. Transport and storage (CNAE 49-53)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	14,04
3.2. Transport and storage (CNAE 49-53)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	10,85
3.2. Transport and storage (CNAE 49-53)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	10,5
3.2. Transport and storage (CNAE 49-53)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	11,81
3.2. Transport and storage (CNAE 49-53)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	4,27
3.2. Transport and storage (CNAE 49-53)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	11,37
3.2. Transport and storage (CNAE 49-53)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	36,12
3.2. Transport and storage (CNAE 49-53)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	33,11
3.2. Transport and storage (CNAE 49-53)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	30,67
3.2. Transport and storage (CNAE 49-53)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	56,44
3.2. Transport and storage (CNAE 49-53)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	34,06
3.2. Transport and storage (CNAE 49-53)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	34,09
3.2. Transport and storage (CNAE 49-53)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	25,81
3.2. Transport and storage (CNAE 49-53)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	43,29
3.2. Transport and storage (CNAE 49-53)	G.4 % of enterprises that process data about individuals using AI (2)	Total	2,59
3.2. Transport and storage (CNAE 49-53)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	2,07
3.2. Transport and storage (CNAE 49-53)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	3,97
3.2. Transport and storage (CNAE 49-53)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	3,48
3.2. Transport and storage (CNAE 49-53)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	0,31
3.2. Transport and storage (CNAE 49-53)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	0
3.2. Transport and storage (CNAE 49-53)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	0
3.2. Transport and storage (CNAE 49-53)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	2,13
3.2. Transport and storage (CNAE 49-53)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	5,88
3.2. Transport and storage (CNAE 49-53)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	5,07
3.2. Transport and storage (CNAE 49-53)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	8,71
3.2. Transport and storage (CNAE 49-53)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	15,28
3.2. Transport and storage (CNAE 49-53)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	67,72
3.2. Transport and storage (CNAE 49-53)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	72,68
3.2. Transport and storage (CNAE 49-53)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	60,34
3.2. Transport and storage (CNAE 49-53)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	42,73
3.2. Transport and storage (CNAE 49-53)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	89,25
3.2. Transport and storage (CNAE 49-53)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	91,9
3.2. Transport and storage (CNAE 49-53)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	83,79
3.2. Transport and storage (CNAE 49-53)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	79,4
3.2. Transport and storage (CNAE 49-53)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	35,95
3.2. Transport and storage (CNAE 49-53)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	34,03
3.2. Transport and storage (CNAE 49-53)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	48,78
3.2. Transport and storage (CNAE 49-53)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	22,19
3.2. Transport and storage (CNAE 49-53)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	57,51
3.2. Transport and storage (CNAE 49-53)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	60,51
3.2. Transport and storage (CNAE 49-53)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	55,5
3.2. Transport and storage (CNAE 49-53)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	36,66
3.2. Transport and storage (CNAE 49-53)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	73,02
3.2. Transport and storage (CNAE 49-53)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	80,8
3.2. Transport and storage (CNAE 49-53)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	56,78
3.2. Transport and storage (CNAE 49-53)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	44,85
3.2. Transport and storage (CNAE 49-53)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	65,21
3.2. Transport and storage (CNAE 49-53)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	68,89
3.2. Transport and storage (CNAE 49-53)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	56,71
3.2. Transport and storage (CNAE 49-53)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	53,77
3.2. Transport and storage (CNAE 49-53)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	26,1
3.2. Transport and storage (CNAE 49-53)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	30,46
3.2. Transport and storage (CNAE 49-53)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	16,57
3.2. Transport and storage (CNAE 49-53)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	11,24
3.2. Transport and storage (CNAE 49-53)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	9,79
3.2. Transport and storage (CNAE 49-53)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	13,09
3.2. Transport and storage (CNAE 49-53)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	0
3.2. Transport and storage (CNAE 49-53)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	4,63
3.3. Accommodation services (CNAE 55)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	11,93
3.3. Accommodation services (CNAE 55)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	8,73
3.3. Accommodation services (CNAE 55)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	17,67
3.3. Accommodation services (CNAE 55)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	34,3
3.3. Accommodation services (CNAE 55)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	57,5
3.3. Accommodation services (CNAE 55)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	45,82
3.3. Accommodation services (CNAE 55)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	73,89
3.3. Accommodation services (CNAE 55)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	62,06
3.3. Accommodation services (CNAE 55)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	37,44
3.3. Accommodation services (CNAE 55)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	41,81
3.3. Accommodation services (CNAE 55)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	31,14
3.3. Accommodation services (CNAE 55)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	36,21
3.3. Accommodation services (CNAE 55)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	39,2
3.3. Accommodation services (CNAE 55)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	31,5
3.3. Accommodation services (CNAE 55)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	48,13
3.3. Accommodation services (CNAE 55)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	47,23
3.3. Accommodation services (CNAE 55)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	18,18
3.3. Accommodation services (CNAE 55)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	15,79
3.3. Accommodation services (CNAE 55)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	17,94
3.3. Accommodation services (CNAE 55)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	28,73
3.3. Accommodation services (CNAE 55)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	21,62
3.3. Accommodation services (CNAE 55)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	16,96
3.3. Accommodation services (CNAE 55)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	20,14
3.3. Accommodation services (CNAE 55)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	44,93
3.3. Accommodation services (CNAE 55)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	24,7
3.3. Accommodation services (CNAE 55)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	24,84
3.3. Accommodation services (CNAE 55)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	16,64
3.3. Accommodation services (CNAE 55)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	45,76
3.3. Accommodation services (CNAE 55)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	6,19
3.3. Accommodation services (CNAE 55)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	5,97
3.3. Accommodation services (CNAE 55)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	6,58
3.3. Accommodation services (CNAE 55)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	6,07
3.3. Accommodation services (CNAE 55)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	45,53
3.3. Accommodation services (CNAE 55)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	39,63
3.3. Accommodation services (CNAE 55)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	46,51
3.3. Accommodation services (CNAE 55)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	67,35
3.3. Accommodation services (CNAE 55)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	14,44
3.3. Accommodation services (CNAE 55)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	14,09
3.3. Accommodation services (CNAE 55)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	13,84
3.3. Accommodation services (CNAE 55)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	17,46
3.3. Accommodation services (CNAE 55)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	27,65
3.3. Accommodation services (CNAE 55)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	24,28
3.3. Accommodation services (CNAE 55)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	29,77
3.3. Accommodation services (CNAE 55)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	35,93
3.3. Accommodation services (CNAE 55)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	2,72
3.3. Accommodation services (CNAE 55)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	0
3.3. Accommodation services (CNAE 55)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	3,94
3.3. Accommodation services (CNAE 55)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	10,74
3.3. Accommodation services (CNAE 55)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	15,11
3.3. Accommodation services (CNAE 55)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	9,75
3.3. Accommodation services (CNAE 55)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	15,85
3.3. Accommodation services (CNAE 55)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	35,39
3.3. Accommodation services (CNAE 55)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	19,15
3.3. Accommodation services (CNAE 55)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	22,54
3.3. Accommodation services (CNAE 55)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	10,17
3.3. Accommodation services (CNAE 55)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	29,14
3.3. Accommodation services (CNAE 55)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	2,34
3.3. Accommodation services (CNAE 55)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	0
3.3. Accommodation services (CNAE 55)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	0,92
3.3. Accommodation services (CNAE 55)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	15,84
3.3. Accommodation services (CNAE 55)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	11,38
3.3. Accommodation services (CNAE 55)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	4,58
3.3. Accommodation services (CNAE 55)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	16,52
3.3. Accommodation services (CNAE 55)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	25,83
3.3. Accommodation services (CNAE 55)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	6,46
3.3. Accommodation services (CNAE 55)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	0
3.3. Accommodation services (CNAE 55)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	9,03
3.3. Accommodation services (CNAE 55)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	26,39
3.3. Accommodation services (CNAE 55)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	19,13
3.3. Accommodation services (CNAE 55)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	23,32
3.3. Accommodation services (CNAE 55)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	12,05
3.3. Accommodation services (CNAE 55)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	20,69
3.3. Accommodation services (CNAE 55)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	49,93
3.3. Accommodation services (CNAE 55)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	41,59
3.3. Accommodation services (CNAE 55)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	52,09
3.3. Accommodation services (CNAE 55)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	78,74
3.3. Accommodation services (CNAE 55)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	45,31
3.3. Accommodation services (CNAE 55)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	48,07
3.3. Accommodation services (CNAE 55)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	38,74
3.3. Accommodation services (CNAE 55)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	51,42
3.3. Accommodation services (CNAE 55)	G.4 % of enterprises that process data about individuals using AI (2)	Total	6,36
3.3. Accommodation services (CNAE 55)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	6,48
3.3. Accommodation services (CNAE 55)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	5,62
3.3. Accommodation services (CNAE 55)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	7,87
3.3. Accommodation services (CNAE 55)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	4,76
3.3. Accommodation services (CNAE 55)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	6,48
3.3. Accommodation services (CNAE 55)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	1,75
3.3. Accommodation services (CNAE 55)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	5,69
3.3. Accommodation services (CNAE 55)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	7,78
3.3. Accommodation services (CNAE 55)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	5,62
3.3. Accommodation services (CNAE 55)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	12,88
3.3. Accommodation services (CNAE 55)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	16,46
3.3. Accommodation services (CNAE 55)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	68,65
3.3. Accommodation services (CNAE 55)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	69,2
3.3. Accommodation services (CNAE 55)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	72,19
3.3. Accommodation services (CNAE 55)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	51,11
3.3. Accommodation services (CNAE 55)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	81,85
3.3. Accommodation services (CNAE 55)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	80,05
3.3. Accommodation services (CNAE 55)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	86,39
3.3. Accommodation services (CNAE 55)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	73,41
3.3. Accommodation services (CNAE 55)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	36,73
3.3. Accommodation services (CNAE 55)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	37,87
3.3. Accommodation services (CNAE 55)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	36,03
3.3. Accommodation services (CNAE 55)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	33,25
3.3. Accommodation services (CNAE 55)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	50,73
3.3. Accommodation services (CNAE 55)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	42,25
3.3. Accommodation services (CNAE 55)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	62,66
3.3. Accommodation services (CNAE 55)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	49,4
3.3. Accommodation services (CNAE 55)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	65,27
3.3. Accommodation services (CNAE 55)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	62,7
3.3. Accommodation services (CNAE 55)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	70,87
3.3. Accommodation services (CNAE 55)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	56,71
3.3. Accommodation services (CNAE 55)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	55,39
3.3. Accommodation services (CNAE 55)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	55,59
3.3. Accommodation services (CNAE 55)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	55,72
3.3. Accommodation services (CNAE 55)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	52,9
3.3. Accommodation services (CNAE 55)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	43,37
3.3. Accommodation services (CNAE 55)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	45,9
3.3. Accommodation services (CNAE 55)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	42,42
3.3. Accommodation services (CNAE 55)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	33,1
3.3. Accommodation services (CNAE 55)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	8,44
3.3. Accommodation services (CNAE 55)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	4,09
3.3. Accommodation services (CNAE 55)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	10,74
3.3. Accommodation services (CNAE 55)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	23,35
3.4. Information and communications (CNAE 58-63)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	46,57
3.4. Information and communications (CNAE 58-63)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	39,96
3.4. Information and communications (CNAE 58-63)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	65,43
3.4. Information and communications (CNAE 58-63)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	70,08
3.4. Information and communications (CNAE 58-63)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	54,15
3.4. Information and communications (CNAE 58-63)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	49,8
3.4. Information and communications (CNAE 58-63)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	57,54
3.4. Information and communications (CNAE 58-63)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	79,06
3.4. Information and communications (CNAE 58-63)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	34,08
3.4. Information and communications (CNAE 58-63)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	29,5
3.4. Information and communications (CNAE 58-63)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	39,33
3.4. Information and communications (CNAE 58-63)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	53,88
3.4. Information and communications (CNAE 58-63)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	45,74
3.4. Information and communications (CNAE 58-63)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	41,6
3.4. Information and communications (CNAE 58-63)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	50,93
3.4. Information and communications (CNAE 58-63)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	61,95
3.4. Information and communications (CNAE 58-63)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	32,99
3.4. Information and communications (CNAE 58-63)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	30,37
3.4. Information and communications (CNAE 58-63)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	37,07
3.4. Information and communications (CNAE 58-63)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	40,19
3.4. Information and communications (CNAE 58-63)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	56,07
3.4. Information and communications (CNAE 58-63)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	49,22
3.4. Information and communications (CNAE 58-63)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	65,63
3.4. Information and communications (CNAE 58-63)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	79,14
3.4. Information and communications (CNAE 58-63)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	51,96
3.4. Information and communications (CNAE 58-63)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	46
3.4. Information and communications (CNAE 58-63)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	59,2
3.4. Information and communications (CNAE 58-63)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	76,09
3.4. Information and communications (CNAE 58-63)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	11,38
3.4. Information and communications (CNAE 58-63)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	10,06
3.4. Information and communications (CNAE 58-63)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	12,61
3.4. Information and communications (CNAE 58-63)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	18,26
3.4. Information and communications (CNAE 58-63)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	43,48
3.4. Information and communications (CNAE 58-63)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	43,93
3.4. Information and communications (CNAE 58-63)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	39,82
3.4. Information and communications (CNAE 58-63)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	53,7
3.4. Information and communications (CNAE 58-63)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	37,08
3.4. Information and communications (CNAE 58-63)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	34,56
3.4. Information and communications (CNAE 58-63)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	38,25
3.4. Information and communications (CNAE 58-63)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	54,58
3.4. Information and communications (CNAE 58-63)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	37,93
3.4. Information and communications (CNAE 58-63)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	39,43
3.4. Information and communications (CNAE 58-63)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	30,91
3.4. Information and communications (CNAE 58-63)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	51,85
3.4. Information and communications (CNAE 58-63)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	6,04
3.4. Information and communications (CNAE 58-63)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	3,41
3.4. Information and communications (CNAE 58-63)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	8,5
3.4. Information and communications (CNAE 58-63)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	19,58
3.4. Information and communications (CNAE 58-63)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	28,3
3.4. Information and communications (CNAE 58-63)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	21,44
3.4. Information and communications (CNAE 58-63)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	35,88
3.4. Information and communications (CNAE 58-63)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	59,05
3.4. Information and communications (CNAE 58-63)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	18,82
3.4. Information and communications (CNAE 58-63)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	17,76
3.4. Information and communications (CNAE 58-63)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	18,72
3.4. Information and communications (CNAE 58-63)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	28,41
3.4. Information and communications (CNAE 58-63)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	43,99
3.4. Information and communications (CNAE 58-63)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	42,29
3.4. Information and communications (CNAE 58-63)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	44,15
3.4. Information and communications (CNAE 58-63)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	58,12
3.4. Information and communications (CNAE 58-63)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	39,65
3.4. Information and communications (CNAE 58-63)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	32,32
3.4. Information and communications (CNAE 58-63)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	50,93
3.4. Information and communications (CNAE 58-63)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	60,21
3.4. Information and communications (CNAE 58-63)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	32,77
3.4. Information and communications (CNAE 58-63)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	29,58
3.4. Information and communications (CNAE 58-63)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	35,44
3.4. Information and communications (CNAE 58-63)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	50,39
3.4. Information and communications (CNAE 58-63)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	44,43
3.4. Information and communications (CNAE 58-63)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	42,97
3.4. Information and communications (CNAE 58-63)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	42,09
3.4. Information and communications (CNAE 58-63)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	66,12
3.4. Information and communications (CNAE 58-63)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	48,18
3.4. Information and communications (CNAE 58-63)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	49,32
3.4. Information and communications (CNAE 58-63)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	41,54
3.4. Information and communications (CNAE 58-63)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	63,8
3.4. Information and communications (CNAE 58-63)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	20,49
3.4. Information and communications (CNAE 58-63)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	16,42
3.4. Information and communications (CNAE 58-63)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	24,62
3.4. Information and communications (CNAE 58-63)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	40,1
3.4. Information and communications (CNAE 58-63)	G.4 % of enterprises that process data about individuals using AI (2)	Total	9,91
3.4. Information and communications (CNAE 58-63)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	11,29
3.4. Information and communications (CNAE 58-63)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	5,59
3.4. Information and communications (CNAE 58-63)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	14,52
3.4. Information and communications (CNAE 58-63)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	7,98
3.4. Information and communications (CNAE 58-63)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	9,93
3.4. Information and communications (CNAE 58-63)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	2,18
3.4. Information and communications (CNAE 58-63)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	13,31
3.4. Information and communications (CNAE 58-63)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	12,63
3.4. Information and communications (CNAE 58-63)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	13,61
3.4. Information and communications (CNAE 58-63)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	9,78
3.4. Information and communications (CNAE 58-63)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	9,31
3.4. Information and communications (CNAE 58-63)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	45,49
3.4. Information and communications (CNAE 58-63)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	49,38
3.4. Information and communications (CNAE 58-63)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	23,73
3.4. Information and communications (CNAE 58-63)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	52,24
3.4. Information and communications (CNAE 58-63)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	81,49
3.4. Information and communications (CNAE 58-63)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	83,06
3.4. Information and communications (CNAE 58-63)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	74,54
3.4. Information and communications (CNAE 58-63)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	76,42
3.4. Information and communications (CNAE 58-63)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	20,13
3.4. Information and communications (CNAE 58-63)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	19,27
3.4. Information and communications (CNAE 58-63)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	21,27
3.4. Information and communications (CNAE 58-63)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	34,24
3.4. Information and communications (CNAE 58-63)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	54,47
3.4. Information and communications (CNAE 58-63)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	54,7
3.4. Information and communications (CNAE 58-63)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	53,5
3.4. Information and communications (CNAE 58-63)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	53,48
3.4. Information and communications (CNAE 58-63)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	33,42
3.4. Information and communications (CNAE 58-63)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	31,74
3.4. Information and communications (CNAE 58-63)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	37,99
3.4. Information and communications (CNAE 58-63)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	51,17
3.4. Information and communications (CNAE 58-63)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	43,77
3.4. Information and communications (CNAE 58-63)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	44,9
3.4. Information and communications (CNAE 58-63)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	35,83
3.4. Information and communications (CNAE 58-63)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	52,74
3.4. Information and communications (CNAE 58-63)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	20,11
3.4. Information and communications (CNAE 58-63)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	19,74
3.4. Information and communications (CNAE 58-63)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	21,47
3.4. Information and communications (CNAE 58-63)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	22,44
3.4. Information and communications (CNAE 58-63)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	3,41
3.4. Information and communications (CNAE 58-63)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	3,21
3.4. Information and communications (CNAE 58-63)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	3,34
3.4. Information and communications (CNAE 58-63)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	8,23
3.5. Real estate activities (CNAE 68)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	11,67
3.5. Real estate activities (CNAE 68)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	9,87
3.5. Real estate activities (CNAE 68)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	26,73
3.5. Real estate activities (CNAE 68)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	42,05
3.5. Real estate activities (CNAE 68)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	38,31
3.5. Real estate activities (CNAE 68)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	38,37
3.5. Real estate activities (CNAE 68)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	35,83
3.5. Real estate activities (CNAE 68)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	45,51
3.5. Real estate activities (CNAE 68)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	47,82
3.5. Real estate activities (CNAE 68)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	50,31
3.5. Real estate activities (CNAE 68)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	40,79
3.5. Real estate activities (CNAE 68)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	35,9
3.5. Real estate activities (CNAE 68)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	38,11
3.5. Real estate activities (CNAE 68)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	40,06
3.5. Real estate activities (CNAE 68)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	22,48
3.5. Real estate activities (CNAE 68)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	61,57
3.5. Real estate activities (CNAE 68)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	7,73
3.5. Real estate activities (CNAE 68)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	0
3.5. Real estate activities (CNAE 68)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	34,46
3.5. Real estate activities (CNAE 68)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	28,82
3.5. Real estate activities (CNAE 68)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	16,02
3.5. Real estate activities (CNAE 68)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	7,65
3.5. Real estate activities (CNAE 68)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	36,97
3.5. Real estate activities (CNAE 68)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	64,72
3.5. Real estate activities (CNAE 68)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	34,35
3.5. Real estate activities (CNAE 68)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	28,9
3.5. Real estate activities (CNAE 68)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	40,46
3.5. Real estate activities (CNAE 68)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	90,39
3.5. Real estate activities (CNAE 68)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	0,53
3.5. Real estate activities (CNAE 68)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	0
3.5. Real estate activities (CNAE 68)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	0
3.5. Real estate activities (CNAE 68)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	9,61
3.5. Real estate activities (CNAE 68)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	24,57
3.5. Real estate activities (CNAE 68)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	15,02
3.5. Real estate activities (CNAE 68)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	59,34
3.5. Real estate activities (CNAE 68)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	44,89
3.5. Real estate activities (CNAE 68)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	6,61
3.5. Real estate activities (CNAE 68)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	7,24
3.5. Real estate activities (CNAE 68)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	0
3.5. Real estate activities (CNAE 68)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	19,21
3.5. Real estate activities (CNAE 68)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	19,37
3.5. Real estate activities (CNAE 68)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	18,98
3.5. Real estate activities (CNAE 68)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	7,97
3.5. Real estate activities (CNAE 68)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	61,57
3.5. Real estate activities (CNAE 68)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	0
3.5. Real estate activities (CNAE 68)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	0
3.5. Real estate activities (CNAE 68)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	0
3.5. Real estate activities (CNAE 68)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	0
3.5. Real estate activities (CNAE 68)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	28,23
3.5. Real estate activities (CNAE 68)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	23,75
3.5. Real estate activities (CNAE 68)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	37,19
3.5. Real estate activities (CNAE 68)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	61,57
3.5. Real estate activities (CNAE 68)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	25,63
3.5. Real estate activities (CNAE 68)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	22,18
3.5. Real estate activities (CNAE 68)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	28,56
3.5. Real estate activities (CNAE 68)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	64,1
3.5. Real estate activities (CNAE 68)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	19,78
3.5. Real estate activities (CNAE 68)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	13,51
3.5. Real estate activities (CNAE 68)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	43,94
3.5. Real estate activities (CNAE 68)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	28,82
3.5. Real estate activities (CNAE 68)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	10,01
3.5. Real estate activities (CNAE 68)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	8,54
3.5. Real estate activities (CNAE 68)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	14,25
3.5. Real estate activities (CNAE 68)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	16,69
3.5. Real estate activities (CNAE 68)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	13,26
3.5. Real estate activities (CNAE 68)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	7,16
3.5. Real estate activities (CNAE 68)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	21,59
3.5. Real estate activities (CNAE 68)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	71,18
3.5. Real estate activities (CNAE 68)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	18,25
3.5. Real estate activities (CNAE 68)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	19,29
3.5. Real estate activities (CNAE 68)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	17,22
3.5. Real estate activities (CNAE 68)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	7,08
3.5. Real estate activities (CNAE 68)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	70,4
3.5. Real estate activities (CNAE 68)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	75,07
3.5. Real estate activities (CNAE 68)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	55,2
3.5. Real estate activities (CNAE 68)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	54,49
3.5. Real estate activities (CNAE 68)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	56,67
3.5. Real estate activities (CNAE 68)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	57,65
3.5. Real estate activities (CNAE 68)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	50,93
3.5. Real estate activities (CNAE 68)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	61,57
3.5. Real estate activities (CNAE 68)	G.4 % of enterprises that process data about individuals using AI (2)	Total	2,54
3.5. Real estate activities (CNAE 68)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	0
3.5. Real estate activities (CNAE 68)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	11,28
3.5. Real estate activities (CNAE 68)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	9,61
3.5. Real estate activities (CNAE 68)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	2,54
3.5. Real estate activities (CNAE 68)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	0
3.5. Real estate activities (CNAE 68)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	11,28
3.5. Real estate activities (CNAE 68)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	9,61
3.5. Real estate activities (CNAE 68)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	12,9
3.5. Real estate activities (CNAE 68)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	11,16
3.5. Real estate activities (CNAE 68)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	28,1
3.5. Real estate activities (CNAE 68)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	38,54
3.5. Real estate activities (CNAE 68)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	19,67
3.5. Real estate activities (CNAE 68)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	20,16
3.5. Real estate activities (CNAE 68)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	6,88
3.5. Real estate activities (CNAE 68)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	58,55
3.5. Real estate activities (CNAE 68)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	81,18
3.5. Real estate activities (CNAE 68)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	82,1
3.5. Real estate activities (CNAE 68)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	75,87
3.5. Real estate activities (CNAE 68)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	85,18
3.5. Real estate activities (CNAE 68)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	12,84
3.5. Real estate activities (CNAE 68)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	13,3
3.5. Real estate activities (CNAE 68)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	1,04
3.5. Real estate activities (CNAE 68)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	48,73
3.5. Real estate activities (CNAE 68)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	41,39
3.5. Real estate activities (CNAE 68)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	40,62
3.5. Real estate activities (CNAE 68)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	40,33
3.5. Real estate activities (CNAE 68)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	58,55
3.5. Real estate activities (CNAE 68)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	32,26
3.5. Real estate activities (CNAE 68)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	25,75
3.5. Real estate activities (CNAE 68)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	51,15
3.5. Real estate activities (CNAE 68)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	74,03
3.5. Real estate activities (CNAE 68)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	28,79
3.5. Real estate activities (CNAE 68)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	25,75
3.5. Real estate activities (CNAE 68)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	33,46
3.5. Real estate activities (CNAE 68)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	63,55
3.5. Real estate activities (CNAE 68)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	19,94
3.5. Real estate activities (CNAE 68)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	24,74
3.5. Real estate activities (CNAE 68)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	3,12
3.5. Real estate activities (CNAE 68)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	0
3.5. Real estate activities (CNAE 68)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	14,44
3.5. Real estate activities (CNAE 68)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	18,4
3.5. Real estate activities (CNAE 68)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	0
3.5. Real estate activities (CNAE 68)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	0
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	26,11
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	21,81
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	41,85
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	65,99
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	53,36
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	54,13
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	48,67
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	59,85
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	37,24
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	33,85
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	42,63
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	50,57
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	45,71
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	46,46
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	40,73
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	53,05
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	31,3
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	27,83
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	35,93
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	47,37
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	43,51
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	38,32
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	51,24
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	65,37
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	42,69
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	36,32
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	56,49
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	57,74
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	8,12
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	6,01
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	11,1
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	17,44
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	19,33
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	15,6
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	26,93
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	29,43
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	26,91
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	23,75
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	31,44
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	40,69
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	29,39
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	29,26
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	25,94
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	39,9
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	4,52
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	3,52
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	5,88
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	9,14
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	20,92
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	14,3
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	30,62
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	49,25
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	17,55
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	16,76
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	16,83
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	26,04
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	29,87
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	25,89
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	33,55
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	52,79
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	24,99
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	21,33
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	27,79
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	47,68
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	18,44
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	15,12
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	21,96
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	36,31
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	20,7
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	17,31
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	24,02
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	39,7
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	47,86
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	45,83
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	50,05
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	58,65
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	33,4
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	28,51
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	45,95
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	39,54
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.4 % of enterprises that process data about individuals using AI (2)	Total	4,06
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	3,7
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	4,27
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	6,43
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	2,03
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	1,37
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	3,38
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	3,79
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	11,99
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	11,47
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	15,58
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	9,63
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	44,23
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	48,76
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	25,66
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	38,67
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	78,36
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	81,43
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	66,93
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	66,28
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	26,06
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	29,07
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	15,16
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	12,1
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	38,2
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	37,04
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	41,47
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	49,91
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	44,17
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	40,72
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	54,71
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	73,64
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	58,51
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	59,86
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	52,6
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	59,54
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	21,93
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	21,09
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	25,59
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	21,38
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	6,17
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	5,95
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	5,53
3.6. Professional, scientific and technical activities (CNAE 69-75)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	17,05
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	9,14
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	7,17
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	10,73
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	27,94
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	61
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	67,89
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	46,02
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	56,9
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	26,81
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	17
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	29,38
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	53,89
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	42,56
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	39,17
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	40,76
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	55
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	16,48
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	6,91
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	21,43
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	40,16
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	32,32
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	33,05
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	10,08
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	55,31
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	33,66
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	23,55
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	33,35
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	64,93
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	7,83
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	6,58
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	1,78
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	18,48
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	38,44
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	37,74
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	38,07
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	40,98
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	31,85
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	35,77
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	17,36
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	36,24
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	42,43
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	44,86
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	36,55
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	41,65
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	13,9
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	19,98
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	1,46
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	9,42
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	25,92
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	22,34
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	19,15
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	44,56
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	30,53
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	37,76
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	13,15
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	28,09
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	24,06
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	25,47
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	13,66
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	31,52
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	24,77
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	20,31
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	25,8
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	37,23
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	18,94
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	15,4
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	18,9
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	29,8
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	21,13
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	21
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	18,91
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	24,04
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	47,06
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	50,1
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	36,74
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	49,46
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	32,74
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	27,05
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	34,61
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	48,03
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.4 % of enterprises that process data about individuals using AI (2)	Total	8,5
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	12,1
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	0,49
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	6,6
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	7,09
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	10,78
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	0
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	3,85
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	6,72
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	5,73
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	9,5
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	10,42
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	39,26
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	36,58
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	38,95
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	57,64
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	71,55
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	71,43
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	73,06
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	68,3
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	41,75
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	44,68
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	38,78
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	30,51
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	47,2
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	49,47
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	45,69
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	36,41
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	51,32
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	51,75
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	52,1
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	46,34
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	47,74
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	54,43
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	34,17
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	40,45
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	7,27
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	2,12
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	15
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	20,2
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	13,93
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	9,6
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	28,03
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	4,42
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	Total	44,97
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 10 to 49	39,69
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	From 50 to 249	59,88
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1 % of enterprises using Artificial Intelligence (AI) technologies (1)	250 or more	66,96
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.A % of enterprises with AI technology for written language analysis (2)	Total	52,25
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 10 to 49	47,87
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.A % of enterprises with AI technology for written language analysis (2)	From 50 to 249	57,7
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.A % of enterprises with AI technology for written language analysis (2)	250 or more	73,9
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	Total	32,53
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 10 to 49	28,38
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	From 50 to 249	39,33
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2)	250 or more	46,67
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	Total	44,22
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 10 to 49	40,09
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	From 50 to 249	51,04
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.C % of enterprises with AI technology that generates written or spoken language (2)	250 or more	58,06
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	Total	29,91
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 10 to 49	27,65
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	From 50 to 249	32,79
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2)	250 or more	40,72
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	Total	54,79
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 10 to 49	47,23
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	From 50 to 249	67,74
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.E % of enterprises with machine learning AI technology for data analysis (2)	250 or more	78,16
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	Total	52,31
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 10 to 49	47,13
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	From 50 to 249	59,45
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2)	250 or more	75,21
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	Total	9,22
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 10 to 49	7,25
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	From 50 to 249	10,99
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.1.G % of enterprises with AI technology that enables the physical movement of machines through autonomous decisions based on observation of the environment (2)	250 or more	21,73
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	Total	41,85
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 10 to 49	41,54
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	From 50 to 249	40,29
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.A % of enterprises that use AI technologies for marketing or sales (2)	250 or more	51
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	Total	34,93
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 10 to 49	31,18
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	From 50 to 249	39,64
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.B % of enterprises that use AI technologies for production purposes or services (2)	250 or more	53,4
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	Total	36,47
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 10 to 49	38,01
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	From 50 to 249	29,23
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2)	250 or more	50,04
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.D % of enterprises that use AI technologies for logistics (2)	Total	4,94
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 10 to 49	2,13
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.D % of enterprises that use AI technologies for logistics (2)	From 50 to 249	7,44
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.D % of enterprises that use AI technologies for logistics (2)	250 or more	22,83
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.E % of enterprises that use AI technologies for ICT security (2)	Total	27,66
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 10 to 49	21,06
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.E % of enterprises that use AI technologies for ICT security (2)	From 50 to 249	35,54
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.E % of enterprises that use AI technologies for ICT security (2)	250 or more	61,64
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	Total	17,72
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 10 to 49	17,08
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	From 50 to 249	17,23
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2)	250 or more	26,06
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	Total	46,47
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 10 to 49	46,22
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	From 50 to 249	44,4
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2)	250 or more	57,17
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	Total	41,24
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 10 to 49	34,11
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	From 50 to 249	53,35
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2)	250 or more	63,69
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	Total	32,28
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 10 to 49	28,77
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	From 50 to 249	35,94
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2)	250 or more	52,46
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	Total	45
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 10 to 49	44,44
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	From 50 to 249	41,7
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2)	250 or more	63,64
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	Total	46,03
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 10 to 49	47,1
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	From 50 to 249	39,64
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2)	250 or more	60,85
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	Total	18,29
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 10 to 49	14,24
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	From 50 to 249	23,73
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2)	250 or more	36,77
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.4 % of enterprises that process data about individuals using AI (2)	Total	10
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.4 % of enterprises that process data about individuals using AI (2)	From 10 to 49	11,28
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.4 % of enterprises that process data about individuals using AI (2)	From 50 to 249	5,76
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.4 % of enterprises that process data about individuals using AI (2)	250 or more	14,26
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	Total	8,02
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 10 to 49	9,87
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	From 50 to 249	2,03
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2)	250 or more	13,44
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	Total	10,47
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 10 to 49	10,69
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	From 50 to 249	10,1
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1)	250 or more	8,37
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	Total	35,83
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 10 to 49	38,01
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	From 50 to 249	24,05
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3)	250 or more	52,38
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	Total	78,88
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 10 to 49	80,91
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	From 50 to 249	71,32
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.B % of enterprises that do not use any of G.1's AI technologies because relevant expertise is missing from the company (3)	250 or more	76
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	Total	9,08
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 10 to 49	6,2
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	From 50 to 249	15,92
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.C % of enterprises that do not use any of G.1's AI technologies because of incompatibility with existing equipment, software, or systems (3)	250 or more	33,61
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	Total	53,77
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 10 to 49	55,95
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	From 50 to 249	45,04
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.D % of enterprises that do not use any of G.1's AI technologies because of difficulties with the availability or quality of the data needed (3)	250 or more	53,92
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	Total	28,68
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 10 to 49	25,11
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	From 50 to 249	39,71
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.E % of enterprises that do not use any of G.1's AI technologies because of concerns regarding data protection and privacy breach (3)	250 or more	45,71
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	Total	44,59
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 10 to 49	46,47
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	From 50 to 249	34,6
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.F % of enterprises that do not use any of G.1's AI technologies because of lack of clarity on the legal consequences (3)	250 or more	58,19
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	Total	14,09
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 10 to 49	11,3
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	From 50 to 249	21,57
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3)	250 or more	33,56
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	Total	0,94
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 10 to 49	0,2
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	From 50 to 249	3,23
4. Sector ICT (261-264, 268, 465, 582, 61, 6201, 6202, 6203, 6209, 631, 951)	G.7.H % of enterprises that do not use any of G.1's AI technologies because AI technologies are not useful to the company (3)	250 or more	4,33