Survey on the Use of Information and Communication Technologies and Electronic Commerce in Companies  
ICT in companies (first quarter of 2024) by branch of economic activity (except CNAE 56, 64-66 and 95.1) and size of the company
Artificial intelligence
Unidades: Percentage

,Total,From 10 to 49,From 50 to 249,250 or more,
Total Enterprises,
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),12,38,9,54,21,17,45,29,
    G.1.A % of enterprises with AI technology for written language analysis (2),44,92,44,41,44,13,49,34,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),32,77,31,46,32,43,40,65,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),38,37,34,38,16,41,26,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),30,29,27,61,31,25,42,84,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),34,77,28,91,39,68,56,13,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),39,33,48,45,32,55,44,
    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),12,29,9,76,13,35,23,81,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),28,89,27,35,30,03,34,76,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),26,89,22,96,29,8,41,97,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),28,57,27,79,26,49,37,29,
    G.2.D % of enterprises that use AI technologies for logistics (2),8,51,5,89,9,92,19,79,
    G.2.E % of enterprises that use AI technologies for ICT security (2),23,2,16,73,29,24,45,4,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),19,17,18,84,17,86,23,82,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),24,11,22,87,23,72,31,73,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),21,99,17,82,26,51,35,02,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),17,23,13,56,20,31,30,57,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),21,66,19,78,23,13,28,78,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),45,75,43,11,47,78,55,73,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),32,81,28,95,34,6,50,
    G.4 % of enterprises that process data about individuals using AI (2),5,73,6,44,3,72,6,13,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),3,16,3,33,2,24,4,2,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),7,41,6,4,11,81,13,19,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),46,68,46,9,46,16,46,04,
    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),78,95,79,62,77,45,76,73,
    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),30,76,32,1,27,45,27,58,
    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),48,46,48,69,46,92,52,08,
    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),43,72,41,53,48,52,51,39,
    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),49,08,49,51,48,17,47,39,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),20,39,20,41,20,52,19,58,
    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),9,9,10,5,8,10,12,
1. Total Industry (CNAE 10-39),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),10,09,6,48,19,3,47,99,
    G.1.A % of enterprises with AI technology for written language analysis (2),34,47,36,3,32,75,32,14,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),23,83,22,18,24,09,28,16,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),24,94,26,3,22,69,24,91,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),33,83,30,12,31,55,48,6,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),29,84,21,78,29,46,53,95,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),36,73,29,4,41,79,49,23,
    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),19,39,14,75,17,22,36,68,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),20,99,21,72,20,32,20,04,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),32,54,25,62,32,31,53,09,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),21,39,20,18,52,30,47,
    G.2.D % of enterprises that use AI technologies for logistics (2),13,17,9,05,13,08,25,3,
    G.2.E % of enterprises that use AI technologies for ICT security (2),26,94,20,99,25,67,46,51,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),16,87,17,27,14,11,20,51,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),17,46,18,06,13,55,22,52,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),16,84,13,21,16,49,28,03,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),13,82,9,84,13,19,26,52,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),14,28,11,57,14,63,21,54,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),45,7,40,85,46,76,57,95,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),41,73,37,75,37,41,60,84,
    G.4 % of enterprises that process data about individuals using AI (2),3,05,3,49,2,4,2,93,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),0,72,0,1,39,1,66,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),7,58,6,15,12,95,15,05,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),45,88,43,48,53,32,39,28,
    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),76,08,75,88,75,53,79,9,
    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),28,95,31,21,25,23,74,
    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),48,9,49,49,44,68,59,5,
    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),38,09,35,29,42,87,44,94,
    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),42,21,40,37,46,44,42,67,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),15,1,16,41,11,01,18,84,
    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),11,19,13,58,7,09,5,54,
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),8,1,4,2,21,6,49,51,
    G.1.A % of enterprises with AI technology for written language analysis (2),29,17,29,24,30,84,25,44,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),22,93,22,01,24,18,22,41,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),22,16,26,18,19,11,19,28,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),35,1,28,34,36,1,48,83,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),20,32,5,75,22,34,50,2,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),35,97,29,6,37,13,48,46,
    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),14,96,7,47,13,95,34,78,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),15,37,5,25,26,49,15,25,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),28,34,17,59,28,52,53,25,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),16,73,8,94,16,75,35,01,
    G.2.D % of enterprises that use AI technologies for logistics (2),11,51,1,26,17,39,22,97,
    G.2.E % of enterprises that use AI technologies for ICT security (2),27,87,20,54,28,45,43,89,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),14,37,10,88,14,62,22,06,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),13,19,16,78,9,69,12,3,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),8,81,3,75,10,52,17,05,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),15,56,17,3,11,25,20,73,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),15,96,19,89,12,02,15,18,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),44,33,29,9,51,98,61,81,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),40,27,32,46,37,69,64,18,
    G.4 % of enterprises that process data about individuals using AI (2),2,45,0,24,4,4,3,42,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),0,89,0,1,75,1,14,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),9,37,8,73,12,42,12,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),43,96,39,87,61,99,34,37,
    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),66,27,65,74,67,56,70,42,
    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),26,51,27,88,22,46,19,63,
    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),44,89,45,86,38,83,56,38,
    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),31,88,27,67,46,02,44,67,
    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),35,51,33,98,42,97,28,34,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),15,03,14,97,14,02,21,28,
    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),6,76,6,63,7,51,5,49,
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),11,31,6,24,17,84,45,82,
    G.1.A % of enterprises with AI technology for written language analysis (2),28,8,23,59,31,33,83,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),17,9,9,9,22,06,24,57,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),19,7,11,87,25,7,23,66,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),42,17,45,73,38,42,41,75,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),29,15,13,23,28,07,54,92,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),34,41,29,07,30,1,48,32,
    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),24,3,18,95,18,1,40,75,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),21,19,19,73,23,49,20,34,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),41,39,37,63,39,21,50,05,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),23,41,30,35,12,13,27,88,
    G.2.D % of enterprises that use AI technologies for logistics (2),17,02,16,52,10,54,26,43,
    G.2.E % of enterprises that use AI technologies for ICT security (2),38,97,50,9,18,22,48,49,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),17,03,18,42,13,13,20,12,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),18,41,19,17,13,73,23,49,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),16,91,15,98,8,33,29,8,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),18,22,19,19,8,7,29,47,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),12,17,7,9,69,23,37,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),49,93,47,78,43,48,61,84,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),37,24,28,94,32,01,56,9,
    G.4 % of enterprises that process data about individuals using AI (2),1,6,0,2,83,2,39,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),1,18,0,2,83,0,76,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),8,5,4,33,18,46,21,18,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),52,81,53,71,51,98,53,25,
    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),82,72,89,9,75,78,87,05,
    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),29,8,44,38,21,82,20,25,
    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),43,82,48,75,38,15,49,47,
    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),48,76,46,79,47,18,57,97,
    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),65,97,65,62,65,61,67,83,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),10,68,14,42,3,57,23,34,
    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),15,5,38,13,2,1,3,71,
1.3 Metallurgy, manufacture of metallic products (CNAE 24-25),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),8,97,7,45,12,95,44,33,
    G.1.A % of enterprises with AI technology for written language analysis (2),30,07,29,12,39,26,18,55,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),23,07,24,12,19,57,22,75,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),21,94,18,03,39,04,15,27,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),25,23,20,75,20,82,64,63,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),31,72,25,44,42,31,54,06,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),33,8,26,54,51,58,48,8,
    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),15,82,12,35,19,65,32,16,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),21,97,26,7,9,62,13,73,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),38,79,35,99,37,71,60,13,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),30,8,33,9,27,41,16,14,
    G.2.D % of enterprises that use AI technologies for logistics (2),17,54,19,1,11,84,18,04,
    G.2.E % of enterprises that use AI technologies for ICT security (2),19,99,14,05,28,21,44,63,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),25,3,30,13,14,16,9,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),6,4,2,35,11,34,24,55,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),6,54,0,21,97,21,14,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),3,4,0,10,98,11,9,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),4,95,0,17,93,13,49,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),40,68,42,6,29,91,48,7,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),67,25,71,79,52,95,64,09,
    G.4 % of enterprises that process data about individuals using AI (2),6,25,8,94,0,0,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),0,0,0,0,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),5,3,3,79,12,69,17,14,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),55,31,63,75,43,59,37,11,
    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),91,72,100,78,23,83,92,
    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),35,41,31,75,41,88,36,35,
    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),63,22,66,27,56,71,67,95,
    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),40,94,48,25,29,26,32,76,
    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),50,12,56,93,39,5,41,35,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),15,23,19,96,8,05,8,03,
    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),13,26,12,85,15,43,6,18,
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),12,46,8,8,21,38,51,51,
    G.1.A % of enterprises with AI technology for written language analysis (2),38,39,42,48,32,13,34,78,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),23,57,21,91,23,27,30,03,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),30,03,36,17,17,58,29,98,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),32,41,33,23,24,19,43,97,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),34,56,30,79,32,25,52,15,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),39,31,29,73,54,83,46,27,
    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),22,65,17,75,23,21,39,27,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),23,69,29,61,13,13,21,09,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),26,55,18,58,28,57,51,6,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),17,6,15,91,16,06,26,42,
    G.2.D % of enterprises that use AI technologies for logistics (2),11,65,6,74,10,06,32,04,
    G.2.E % of enterprises that use AI technologies for ICT security (2),22,17,15,37,23,42,44,4,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),12,35,11,49,13,75,12,95,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),24,92,28,16,17,68,26,13,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),26,43,25,17,22,71,37,51,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),13,91,7,33,17,42,31,31,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),18,02,16,41,17,94,23,91,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),49,65,46,95,53,87,51,87,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),30,06,22,61,31,91,53,54,
    G.4 % of enterprises that process data about individuals using AI (2),2,6,4,42,0,0,66,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),0,0,0,0,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),5,93,4,89,9,33,13,32,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),35,07,31,55,45,16,32,14,
    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),80,87,77,86,87,99,82,9,
    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),26,27,19,21,53,30,11,
    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),53,13,51,33,49,31,78,37,
    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),35,61,35,8,32,32,43,92,
    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),30,71,30,02,32,22,31,5,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),15,22,15,69,12,01,21,14,
    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),17,23,23,33,5,59,4,87,
1.5. Energy and water (CNAE 35-39),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),14,9,92,18,8,43,61,
    G.1.A % of enterprises with AI technology for written language analysis (2),62,72,75,29,41,86,56,86,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),43,55,38,82,41,33,57,24,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),33,67,31,09,31,36,42,39,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),35,09,23,95,33,84,62,84,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),47,43,39,54,44,4,69,51,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),40,81,36,26,30,49,63,38,
    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),21,42,26,27,4,18,29,67,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),30,68,31,12,22,47,39,02,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),41,53,33,73,43,56,57,62,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),31,27,17,48,44,89,48,27,
    G.2.D % of enterprises that use AI technologies for logistics (2),8,12,3,59,8,91,17,92,
    G.2.E % of enterprises that use AI technologies for ICT security (2),31,74,18,36,35,98,58,49,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),26,96,25,27,17,06,42,25,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),26,78,22,03,22,94,42,39,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),33,38,26,44,41,81,40,15,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),19,7,9,27,23,89,39,56,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),17,19,3,52,25,58,39,88,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),36,72,34,02,20,12,62,1,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),49,45,37,26,49,78,77,86,
    G.4 % of enterprises that process data about individuals using AI (2),3,61,0,3,42,12,36,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),3,61,0,3,42,12,36,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),7,71,5,88,13,49,11,36,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),58,21,65,06,60,22,15,04,
    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),87,66,100,74,62,62,41,
    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),42,94,60,87,21,21,15,04,
    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),50,05,43,73,61,69,47,37,
    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),62,6,68,66,69,75,7,52,
    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),51,73,68,66,36,88,7,52,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),28,34,31,38,32,13,0,
    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),10,54,9,55,10,8,15,04,
2. Total Construction (CNAE 41-43),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),4,48,3,74,8,17,38,75,
    G.1.A % of enterprises with AI technology for written language analysis (2),33,88,32,73,33,94,45,59,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),27,33,27,92,24,17,29,43,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),33,13,27,81,49,13,47,04,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),31,52,31,46,28,99,38,62,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),13,31,10,33,13,78,43,01,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),29,52,29,52,25,79,39,2,
    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),29,33,28,53,37,71,15,99,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),15,47,16,9,5,34,26,7,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),22,21,20,32,25,69,32,78,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),17,88,15,57,24,11,25,82,
    G.2.D % of enterprises that use AI technologies for logistics (2),2,62,1,82,2,78,10,47,
    G.2.E % of enterprises that use AI technologies for ICT security (2),11,88,6,76,23,22,35,75,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),22,97,23,96,20,27,19,69,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),16,94,16,87,12,95,28,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),17,35,16,12,18,77,26,4,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),3,66,0,96,7,11,22,78,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),10,89,3,78,36,58,18,44,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),26,91,22,19,41,89,37,25,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),32,34,31,98,28,16,46,84,
    G.4 % of enterprises that process data about individuals using AI (2),10,51,13,98,0,1,59,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),0,0,0,0,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),3,77,3,26,6,9,21,4,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),36,28,32,3,50,27,46,34,
    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),85,04,87,78,74,51,81,76,
    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),26,39,28,46,20,09,17,42,
    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),62,73,65,35,52,6,59,69,
    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),41,31,32,71,68,83,73,54,
    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),44,43,40,43,56,43,62,57,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),23,74,22,52,29,49,21,02,
    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),9,5,8,51,12,26,14,84,
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),15,6,12,66,24,46,44,46,
    G.1.A % of enterprises with AI technology for written language analysis (2),48,82,47,3,49,02,58,13,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),35,8,33,88,36,05,47,51,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),42,17,40,7,43,27,49,09,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),29,17,26,7,31,27,40,19,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),37,91,32,19,45,1,57,94,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),40,41,34,75,47,85,59,45,
    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),8,88,6,94,10,39,17,82,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),32,24,29,57,35,19,42,55,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),25,62,22,6,29,11,36,93,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),31,49,30,64,29,62,41,32,
    G.2.D % of enterprises that use AI technologies for logistics (2),7,64,5,54,9,18,17,56,
    G.2.E % of enterprises that use AI technologies for ICT security (2),23,02,16,66,30,95,45,39,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),19,54,18,74,19,11,25,7,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),26,61,24,49,28,2,36,54,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),23,86,19,01,30,73,38,99,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),19,29,15,53,23,79,33,02,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),24,66,23,07,25,47,32,97,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),47,27,45,51,48,53,55,65,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),30,27,26,69,33,94,44,76,
    G.4 % of enterprises that process data about individuals using AI (2),6,12,6,43,4,44,7,98,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),4,11,4,38,2,7,5,7,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),8,35,7,48,12,18,11,81,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),48,31,50,08,42,12,49,99,
    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),79,35,79,89,78,72,74,29,
    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),32,05,32,91,29,46,31,03,
    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),46,5,46,18,47,45,46,82,
    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),46,3,44,96,49,24,52,63,
    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),52,45,54,04,48,18,48,41,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),22,12,21,58,24,38,19,86,
    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),9,42,9,65,8,02,12,28,
3.1. Sale and repair of motor vehicles, wholesale and retail (CNAE 45-47),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),9,64,7,66,15,95,41,5,
    G.1.A % of enterprises with AI technology for written language analysis (2),38,17,35,01,43,23,47,19,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),32,9,33,99,26,23,39,69,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),36,99,38,04,35,73,33,19,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),29,83,30,61,24,13,36,58,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),23,63,16,88,33,03,45,59,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),33,09,27,3,41,13,52,05,
    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),8,34,5,76,11,75,17,13,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),35,4,32,27,38,71,47,7,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),16,04,9,64,28,38,30,02,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),26,56,21,54,34,85,40,38,
    G.2.D % of enterprises that use AI technologies for logistics (2),10,72,5,7,17,14,28,25,
    G.2.E % of enterprises that use AI technologies for ICT security (2),21,13,14,66,32,17,38,15,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),19,46,16,41,26,69,23,4,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),14,27,12,96,15,98,18,74,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),13,1,9,67,17,2,25,69,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),11,4,6,57,17,53,28,32,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),14,83,13,8,15,14,20,47,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),46,97,41,65,63,16,46,58,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),30,96,27,6,31,92,49,45,
    G.4 % of enterprises that process data about individuals using AI (2),4,86,4,79,3,89,7,26,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),2,47,1,69,3,89,4,34,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),7,07,5,93,13,29,11,94,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),50,47,51,03,48,84,50,75,
    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),78,69,76,25,85,6,78,19,
    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),38,39,94,32,08,40,91,
    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),46,45,68,45,37,55,
    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),42,66,42,57,41,76,49,39,
    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),51,74,52,34,51,66,42,45,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),24,52,23,72,27,37,21,
    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),12,06,14,14,4,86,20,02,
3.2. Transport and storage (CNAE 49-53),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),8,65,7,14,10,71,38,95,
    G.1.A % of enterprises with AI technology for written language analysis (2),31,33,34,46,5,98,45,28,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),52,95,57,87,39,37,45,15,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),35,02,29,32,47,59,47,66,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),30,77,28,65,31,69,39,71,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),19,06,12,69,23,84,43,68,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),32,15,31,97,20,13,46,6,
    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),9,27,6,55,7,06,24,58,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),19,04,18,45,12,28,29,42,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),14,47,14,17,5,93,25,58,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),24,97,27,38,12,33,27,94,
    G.2.D % of enterprises that use AI technologies for logistics (2),12,06,8,98,15,31,22,85,
    G.2.E % of enterprises that use AI technologies for ICT security (2),17,87,11,42,29,79,34,77,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),15,87,15,56,16,07,17,11,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),10,08,8,45,4,27,24,3,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),7,44,2,91,10,23,25,61,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),9,13,7,59,14,04,10,85,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),10,5,11,81,4,27,11,37,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),36,12,33,11,30,67,56,44,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),34,06,34,09,25,81,43,29,
    G.4 % of enterprises that process data about individuals using AI (2),2,59,2,07,3,97,3,48,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),0,31,0,0,2,13,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),5,88,5,07,8,71,15,28,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),67,72,72,68,60,34,42,73,
    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),89,25,91,9,83,79,79,4,
    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),35,95,34,03,48,78,22,19,
    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),57,51,60,51,55,5,36,66,
    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),73,02,80,8,56,78,44,85,
    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),65,21,68,89,56,71,53,77,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),26,1,30,46,16,57,11,24,
    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),9,79,13,09,0,4,63,
3.3. Accommodation services (CNAE 55),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),11,93,8,73,17,67,34,3,
    G.1.A % of enterprises with AI technology for written language analysis (2),57,5,45,82,73,89,62,06,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),37,44,41,81,31,14,36,21,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),39,2,31,5,48,13,47,23,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),18,18,15,79,17,94,28,73,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),21,62,16,96,20,14,44,93,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),24,7,24,84,16,64,45,76,
    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),6,19,5,97,6,58,6,07,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),45,53,39,63,46,51,67,35,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),14,44,14,09,13,84,17,46,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),27,65,24,28,29,77,35,93,
    G.2.D % of enterprises that use AI technologies for logistics (2),2,72,0,3,94,10,74,
    G.2.E % of enterprises that use AI technologies for ICT security (2),15,11,9,75,15,85,35,39,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),19,15,22,54,10,17,29,14,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),2,34,0,0,92,15,84,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),11,38,4,58,16,52,25,83,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),6,46,0,9,03,26,39,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),19,13,23,32,12,05,20,69,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),49,93,41,59,52,09,78,74,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),45,31,48,07,38,74,51,42,
    G.4 % of enterprises that process data about individuals using AI (2),6,36,6,48,5,62,7,87,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),4,76,6,48,1,75,5,69,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),7,78,5,62,12,88,16,46,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),68,65,69,2,72,19,51,11,
    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),81,85,80,05,86,39,73,41,
    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),36,73,37,87,36,03,33,25,
    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),50,73,42,25,62,66,49,4,
    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),65,27,62,7,70,87,56,71,
    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),55,39,55,59,55,72,52,9,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),43,37,45,9,42,42,33,1,
    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),8,44,4,09,10,74,23,35,
3.4. Information and communications (CNAE 58-63),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),46,57,39,96,65,43,70,08,
    G.1.A % of enterprises with AI technology for written language analysis (2),54,15,49,8,57,54,79,06,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),34,08,29,5,39,33,53,88,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),45,74,41,6,50,93,61,95,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),32,99,30,37,37,07,40,19,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),56,07,49,22,65,63,79,14,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),51,96,46,59,2,76,09,
    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),11,38,10,06,12,61,18,26,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),43,48,43,93,39,82,53,7,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),37,08,34,56,38,25,54,58,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),37,93,39,43,30,91,51,85,
    G.2.D % of enterprises that use AI technologies for logistics (2),6,04,3,41,8,5,19,58,
    G.2.E % of enterprises that use AI technologies for ICT security (2),28,3,21,44,35,88,59,05,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),18,82,17,76,18,72,28,41,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),43,99,42,29,44,15,58,12,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),39,65,32,32,50,93,60,21,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),32,77,29,58,35,44,50,39,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),44,43,42,97,42,09,66,12,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),48,18,49,32,41,54,63,8,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),20,49,16,42,24,62,40,1,
    G.4 % of enterprises that process data about individuals using AI (2),9,91,11,29,5,59,14,52,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),7,98,9,93,2,18,13,31,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),12,63,13,61,9,78,9,31,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),45,49,49,38,23,73,52,24,
    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),81,49,83,06,74,54,76,42,
    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),20,13,19,27,21,27,34,24,
    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),54,47,54,7,53,5,53,48,
    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),33,42,31,74,37,99,51,17,
    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),43,77,44,9,35,83,52,74,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),20,11,19,74,21,47,22,44,
    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),3,41,3,21,3,34,8,23,
3.5. Real estate activities (CNAE 68),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),11,67,9,87,26,73,42,05,
    G.1.A % of enterprises with AI technology for written language analysis (2),38,31,38,37,35,83,45,51,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),47,82,50,31,40,79,35,9,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),38,11,40,06,22,48,61,57,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),7,73,0,34,46,28,82,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),16,02,7,65,36,97,64,72,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),34,35,28,9,40,46,90,39,
    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),0,53,0,0,9,61,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),24,57,15,02,59,34,44,89,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),6,61,7,24,0,19,21,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),19,37,18,98,7,97,61,57,
    G.2.D % of enterprises that use AI technologies for logistics (2),0,0,0,0,
    G.2.E % of enterprises that use AI technologies for ICT security (2),28,23,23,75,37,19,61,57,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),25,63,22,18,28,56,64,1,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),19,78,13,51,43,94,28,82,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),10,01,8,54,14,25,16,69,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),13,26,7,16,21,59,71,18,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),18,25,19,29,17,22,7,08,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),70,4,75,07,55,2,54,49,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),56,67,57,65,50,93,61,57,
    G.4 % of enterprises that process data about individuals using AI (2),2,54,0,11,28,9,61,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),2,54,0,11,28,9,61,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),12,9,11,16,28,1,38,54,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),19,67,20,16,6,88,58,55,
    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),81,18,82,1,75,87,85,18,
    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),12,84,13,3,1,04,48,73,
    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),41,39,40,62,40,33,58,55,
    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),32,26,25,75,51,15,74,03,
    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),28,79,25,75,33,46,63,55,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),19,94,24,74,3,12,0,
    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),14,44,18,4,0,0,
3.6. Professional, scientific and technical activities (CNAE 69-75),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),26,11,21,81,41,85,65,99,
    G.1.A % of enterprises with AI technology for written language analysis (2),53,36,54,13,48,67,59,85,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),37,24,33,85,42,63,50,57,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),45,71,46,46,40,73,53,05,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),31,3,27,83,35,93,47,37,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),43,51,38,32,51,24,65,37,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),42,69,36,32,56,49,57,74,
    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),8,12,6,01,11,1,17,44,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),19,33,15,6,26,93,29,43,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),26,91,23,75,31,44,40,69,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),29,39,29,26,25,94,39,9,
    G.2.D % of enterprises that use AI technologies for logistics (2),4,52,3,52,5,88,9,14,
    G.2.E % of enterprises that use AI technologies for ICT security (2),20,92,14,3,30,62,49,25,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),17,55,16,76,16,83,26,04,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),29,87,25,89,33,55,52,79,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),24,99,21,33,27,79,47,68,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),18,44,15,12,21,96,36,31,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),20,7,17,31,24,02,39,7,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),47,86,45,83,50,05,58,65,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),33,4,28,51,45,95,39,54,
    G.4 % of enterprises that process data about individuals using AI (2),4,06,3,7,4,27,6,43,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),2,03,1,37,3,38,3,79,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),11,99,11,47,15,58,9,63,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),44,23,48,76,25,66,38,67,
    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),78,36,81,43,66,93,66,28,
    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),26,06,29,07,15,16,12,1,
    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),38,2,37,04,41,47,49,91,
    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),44,17,40,72,54,71,73,64,
    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),58,51,59,86,52,6,59,54,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),21,93,21,09,25,59,21,38,
    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),6,17,5,95,5,53,17,05,
3.7. Administrative and support service activities (incl. travel agencies) (CNAE 77-82),
    G.1 % of enterprises using Artificial Intelligence (AI) technologies (1),9,14,7,17,10,73,27,94,
    G.1.A % of enterprises with AI technology for written language analysis (2),61,67,89,46,02,56,9,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),26,81,17,29,38,53,89,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),42,56,39,17,40,76,55,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),16,48,6,91,21,43,40,16,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),32,32,33,05,10,08,55,31,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),33,66,23,55,33,35,64,93,
    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),7,83,6,58,1,78,18,48,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),38,44,37,74,38,07,40,98,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),31,85,35,77,17,36,36,24,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),42,43,44,86,36,55,41,65,
    G.2.D % of enterprises that use AI technologies for logistics (2),13,9,19,98,1,46,9,42,
    G.2.E % of enterprises that use AI technologies for ICT security (2),25,92,22,34,19,15,44,56,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),30,53,37,76,13,15,28,09,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),24,06,25,47,13,66,31,52,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),24,77,20,31,25,8,37,23,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),18,94,15,4,18,9,29,8,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),21,13,21,18,91,24,04,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),47,06,50,1,36,74,49,46,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),32,74,27,05,34,61,48,03,
    G.4 % of enterprises that process data about individuals using AI (2),8,5,12,1,0,49,6,6,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),7,09,10,78,0,3,85,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),6,72,5,73,9,5,10,42,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),39,26,36,58,38,95,57,64,
    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),71,55,71,43,73,06,68,3,
    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),41,75,44,68,38,78,30,51,
    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),47,2,49,47,45,69,36,41,
    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),51,32,51,75,52,1,46,34,
    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),47,74,54,43,34,17,40,45,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),7,27,2,12,15,20,2,
    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),13,93,9,6,28,03,4,42,
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),44,97,39,69,59,88,66,96,
    G.1.A % of enterprises with AI technology for written language analysis (2),52,25,47,87,57,7,73,9,
    G.1.B % of enterprises with AI technology that converts spoken language into machine-readable format (2),32,53,28,38,39,33,46,67,
    G.1.C % of enterprises with AI technology that generates written or spoken language (2),44,22,40,09,51,04,58,06,
    G.1.D % of enterprises with AI technology to identify objects or people based on images or videos (2),29,91,27,65,32,79,40,72,
    G.1.E % of enterprises with machine learning AI technology for data analysis (2),54,79,47,23,67,74,78,16,
    G.1.F % of enterprises with AI technology for workflow automation or decision-making support (2),52,31,47,13,59,45,75,21,
    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),9,22,7,25,10,99,21,73,
    G.2.A % of enterprises that use AI technologies for marketing or sales (2),41,85,41,54,40,29,51,
    G.2.B % of enterprises that use AI technologies for production purposes or services (2),34,93,31,18,39,64,53,4,
    G.2.C % of enterprises that use AI technologies to organise business administration or management processes (2),36,47,38,01,29,23,50,04,
    G.2.D % of enterprises that use AI technologies for logistics (2),4,94,2,13,7,44,22,83,
    G.2.E % of enterprises that use AI technologies for ICT security (2),27,66,21,06,35,54,61,64,
    G.2.F % of enterprises that use AI technologies for accounting, control or financial management (2),17,72,17,08,17,23,26,06,
    G.2.G % of enterprises that use AI technologies for R&D or innovation activities (2),46,47,46,22,44,4,57,17,
    G.3.A % of enterprises that purchase AI software or systems that are developed by their own employees (2),41,24,34,11,53,35,63,69,
    G.3.B % of enterprises that purchase commercial AI software or systems that are modified by their own employees (2),32,28,28,77,35,94,52,46,
    G.3.C % of enterprises that purchase open-source AI software or systems that are modified by their own employees (2),45,44,44,41,7,63,64,
    G.3.D % of enterprises that purchase off-the-shelf commercial AI software or systems (2),46,03,47,1,39,64,60,85,
    G.G.3.E % of enterprises that acquire AI software or systems by contracting with external providers to develop or modify them (2),18,29,14,24,23,73,36,77,
    G.4 % of enterprises that process data about individuals using AI (2),10,11,28,5,76,14,26,
    G.5 % of enterprises that have some measure to check the results generated by AI technologies in search of possible biases towards people (2),8,02,9,87,2,03,13,44,
    G.6 % of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1 (1),10,47,10,69,10,1,8,37,
    G.7.A % of enterprises that do not use any of G.1's AI technologies because the costs seem too high (3),35,83,38,01,24,05,52,38,
    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),78,88,80,91,71,32,76,
    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),9,08,6,2,15,92,33,61,
    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),53,77,55,95,45,04,53,92,
    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),28,68,25,11,39,71,45,71,
    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),44,59,46,47,34,6,58,19,
    G.7.G % of enterprises that do not use any of G.1's AI technologies because of ethical considerations (3),14,09,11,3,21,57,33,56,
    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),0,94,0,2,3,23,4,33,
Notas:
The codes at the beginning of each literal refer to the corresponding question of the questionnaire or the section from which they are taken
 2) Main variables: 
 3) (1) Percentage of total of enterprises with an Internet connection
 4) (2) Percentage of the total number of enterprises that employ Artificial Intelligence technologies
 5) (3) Percentage of total of enterprises that have at some time considered using any of the AI technologies enumerated under point G.1
Fuente: National Statistics Institute