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