GOVERN 1.1 Legal and regulatory requirements involving AI are understood, managed, and documented.
AIR-DET-004 AI System Observability
41
22
31 in force, 9 not yet in force, 1 proposed
The 41 laws behind GOVERN 1.1 and AIR-DET-004
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaCompanion Chatbot Safety and Accountability Act (SB 243) , CaliforniaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months HB 26-1263 (2026), Conversational AI Service Operator Requirements , ColoradoLov nr. 467 af 14. maj 2025, National Competent Authorities and Article 5 Enforcement , DenmarkResolución ANIA 0001/2025, registro obligatorio para decisiones consecuenciales , El SalvadorAI Act, Article 111(2) (2030 compliance deadline for public-authority-intended systems) , European Union from 2 Aug 2030 , in 3.8 years AI Act, Article 16 (obligations of providers of high-risk AI systems) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 18 (documentation keeping) , European Union from 2 Dec 2027 , in 13 months
and 31 more, every one in the free file .
AIR-DET-021 Agent Decision Audit and Explainability
41
22
31 in force, 9 not yet in force, 1 proposed
The 41 laws behind GOVERN 1.1 and AIR-DET-021
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaCompanion Chatbot Safety and Accountability Act (SB 243) , CaliforniaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months HB 26-1263 (2026), Conversational AI Service Operator Requirements , ColoradoLov nr. 467 af 14. maj 2025, National Competent Authorities and Article 5 Enforcement , DenmarkResolución ANIA 0001/2025, registro obligatorio para decisiones consecuenciales , El SalvadorAI Act, Article 111(2) (2030 compliance deadline for public-authority-intended systems) , European Union from 2 Aug 2030 , in 3.8 years AI Act, Article 16 (obligations of providers of high-risk AI systems) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 18 (documentation keeping) , European Union from 2 Dec 2027 , in 13 months
and 31 more, every one in the free file .
AIR-PREV-005 System Acceptance Testing
38
20
28 in force, 9 not yet in force, 1 proposed
The 38 laws behind GOVERN 1.1 and AIR-PREV-005
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months Lov nr. 467 af 14. maj 2025, National Competent Authorities and Article 5 Enforcement , DenmarkResolución ANIA 0001/2025, registro obligatorio para decisiones consecuenciales , El SalvadorAI Act, Article 111(2) (2030 compliance deadline for public-authority-intended systems) , European Union from 2 Aug 2030 , in 3.8 years AI Act, Article 16 (obligations of providers of high-risk AI systems) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 18 (documentation keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 21(2) (competent authority access to automatically generated logs) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 22(3), points (b) and (c) (authorised representative: documents held for 10 years and access to logs) , European Union from 2 Dec 2027 , in 13 months
and 28 more, every one in the free file .
AIR-PREV-006 Data Quality & Classification/Sensitivity
38
20
28 in force, 9 not yet in force, 1 proposed
The 38 laws behind GOVERN 1.1 and AIR-PREV-006
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months Lov nr. 467 af 14. maj 2025, National Competent Authorities and Article 5 Enforcement , DenmarkResolución ANIA 0001/2025, registro obligatorio para decisiones consecuenciales , El SalvadorAI Act, Article 111(2) (2030 compliance deadline for public-authority-intended systems) , European Union from 2 Aug 2030 , in 3.8 years AI Act, Article 16 (obligations of providers of high-risk AI systems) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 18 (documentation keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 21(2) (competent authority access to automatically generated logs) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 22(3), points (b) and (c) (authorised representative: documents held for 10 years and access to logs) , European Union from 2 Dec 2027 , in 13 months
and 28 more, every one in the free file .
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
38
20
28 in force, 9 not yet in force, 1 proposed
The 38 laws behind GOVERN 1.1 and AIR-PREV-024
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months Lov nr. 467 af 14. maj 2025, National Competent Authorities and Article 5 Enforcement , DenmarkResolución ANIA 0001/2025, registro obligatorio para decisiones consecuenciales , El SalvadorAI Act, Article 111(2) (2030 compliance deadline for public-authority-intended systems) , European Union from 2 Aug 2030 , in 3.8 years AI Act, Article 16 (obligations of providers of high-risk AI systems) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 18 (documentation keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 21(2) (competent authority access to automatically generated logs) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 22(3), points (b) and (c) (authorised representative: documents held for 10 years and access to logs) , European Union from 2 Dec 2027 , in 13 months
and 28 more, every one in the free file .
AIR-DET-011 Human Feedback Loop for AI Systems
38
20
28 in force, 9 not yet in force, 1 proposed
The 38 laws behind GOVERN 1.1 and AIR-DET-011
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months Lov nr. 467 af 14. maj 2025, National Competent Authorities and Article 5 Enforcement , DenmarkResolución ANIA 0001/2025, registro obligatorio para decisiones consecuenciales , El SalvadorAI Act, Article 111(2) (2030 compliance deadline for public-authority-intended systems) , European Union from 2 Aug 2030 , in 3.8 years AI Act, Article 16 (obligations of providers of high-risk AI systems) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 18 (documentation keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 21(2) (competent authority access to automatically generated logs) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 22(3), points (b) and (c) (authorised representative: documents held for 10 years and access to logs) , European Union from 2 Dec 2027 , in 13 months
and 28 more, every one in the free file .
GOVERN 1.4 The risk management process and its outcomes are established through transparent...
AIR-PREV-005 System Acceptance Testing
17
12
11 in force, 6 not yet in force
The 17 laws behind GOVERN 1.4 and AIR-PREV-005
Transparency in Frontier Artificial Intelligence Act (SB 53) , CaliforniaOSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Amended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoAI Act, Article 17 (quality management system) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 9 (risk management system) , European Union from 2 Dec 2027 , in 13 months EBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionArtificial Intelligence Safety Measures Act , Illinois from 1 Jan 2027 , in 2 months Digital Code, Chapter 23: AI system design and risk-management obligations , Kyrgyzstan
and 7 more, every one in the free file .
AIR-PREV-006 Data Quality & Classification/Sensitivity
17
12
11 in force, 6 not yet in force
The 17 laws behind GOVERN 1.4 and AIR-PREV-006
Transparency in Frontier Artificial Intelligence Act (SB 53) , CaliforniaOSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Amended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoAI Act, Article 17 (quality management system) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 9 (risk management system) , European Union from 2 Dec 2027 , in 13 months EBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionArtificial Intelligence Safety Measures Act , Illinois from 1 Jan 2027 , in 2 months Digital Code, Chapter 23: AI system design and risk-management obligations , Kyrgyzstan
and 7 more, every one in the free file .
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
17
12
11 in force, 6 not yet in force
The 17 laws behind GOVERN 1.4 and AIR-PREV-024
Transparency in Frontier Artificial Intelligence Act (SB 53) , CaliforniaOSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Amended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoAI Act, Article 17 (quality management system) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 9 (risk management system) , European Union from 2 Dec 2027 , in 13 months EBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionArtificial Intelligence Safety Measures Act , Illinois from 1 Jan 2027 , in 2 months Digital Code, Chapter 23: AI system design and risk-management obligations , Kyrgyzstan
and 7 more, every one in the free file .
AIR-DET-004 AI System Observability
17
12
11 in force, 6 not yet in force
The 17 laws behind GOVERN 1.4 and AIR-DET-004
Transparency in Frontier Artificial Intelligence Act (SB 53) , CaliforniaOSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Amended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoAI Act, Article 17 (quality management system) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 9 (risk management system) , European Union from 2 Dec 2027 , in 13 months EBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionArtificial Intelligence Safety Measures Act , Illinois from 1 Jan 2027 , in 2 months Digital Code, Chapter 23: AI system design and risk-management obligations , Kyrgyzstan
and 7 more, every one in the free file .
AIR-DET-011 Human Feedback Loop for AI Systems
17
12
11 in force, 6 not yet in force
The 17 laws behind GOVERN 1.4 and AIR-DET-011
Transparency in Frontier Artificial Intelligence Act (SB 53) , CaliforniaOSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Amended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoAI Act, Article 17 (quality management system) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 9 (risk management system) , European Union from 2 Dec 2027 , in 13 months EBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionArtificial Intelligence Safety Measures Act , Illinois from 1 Jan 2027 , in 2 months Digital Code, Chapter 23: AI system design and risk-management obligations , Kyrgyzstan
and 7 more, every one in the free file .
AIR-DET-021 Agent Decision Audit and Explainability
17
12
11 in force, 6 not yet in force
The 17 laws behind GOVERN 1.4 and AIR-DET-021
Transparency in Frontier Artificial Intelligence Act (SB 53) , CaliforniaOSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Amended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoAI Act, Article 17 (quality management system) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 9 (risk management system) , European Union from 2 Dec 2027 , in 13 months EBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionArtificial Intelligence Safety Measures Act , Illinois from 1 Jan 2027 , in 2 months Digital Code, Chapter 23: AI system design and risk-management obligations , Kyrgyzstan
and 7 more, every one in the free file .
GOVERN 1.6 Mechanisms are in place to inventory AI systems and are resourced according to...
AIR-PREV-005 System Acceptance Testing
7
6
6 in force, 1 not yet in force
The 7 laws behind GOVERN 1.6 and AIR-PREV-005
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Financial Services (Robotic and Artificial Intelligence Enabled Advisory Services) Rules 2021 , MauritiusMichigan DIFS Bulletin 2026-03-BT/CF/CU, Use of Artificial Intelligence Systems by Financial Service Providers , MichiganGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
AIR-PREV-006 Data Quality & Classification/Sensitivity
7
6
6 in force, 1 not yet in force
The 7 laws behind GOVERN 1.6 and AIR-PREV-006
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Financial Services (Robotic and Artificial Intelligence Enabled Advisory Services) Rules 2021 , MauritiusMichigan DIFS Bulletin 2026-03-BT/CF/CU, Use of Artificial Intelligence Systems by Financial Service Providers , MichiganGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
7
6
6 in force, 1 not yet in force
The 7 laws behind GOVERN 1.6 and AIR-PREV-024
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Financial Services (Robotic and Artificial Intelligence Enabled Advisory Services) Rules 2021 , MauritiusMichigan DIFS Bulletin 2026-03-BT/CF/CU, Use of Artificial Intelligence Systems by Financial Service Providers , MichiganGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
AIR-DET-004 AI System Observability
7
6
6 in force, 1 not yet in force
The 7 laws behind GOVERN 1.6 and AIR-DET-004
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Financial Services (Robotic and Artificial Intelligence Enabled Advisory Services) Rules 2021 , MauritiusMichigan DIFS Bulletin 2026-03-BT/CF/CU, Use of Artificial Intelligence Systems by Financial Service Providers , MichiganGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
AIR-DET-011 Human Feedback Loop for AI Systems
7
6
6 in force, 1 not yet in force
The 7 laws behind GOVERN 1.6 and AIR-DET-011
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Financial Services (Robotic and Artificial Intelligence Enabled Advisory Services) Rules 2021 , MauritiusMichigan DIFS Bulletin 2026-03-BT/CF/CU, Use of Artificial Intelligence Systems by Financial Service Providers , MichiganGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
AIR-DET-021 Agent Decision Audit and Explainability
7
6
6 in force, 1 not yet in force
The 7 laws behind GOVERN 1.6 and AIR-DET-021
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months Financial Services (Robotic and Artificial Intelligence Enabled Advisory Services) Rules 2021 , MauritiusMichigan DIFS Bulletin 2026-03-BT/CF/CU, Use of Artificial Intelligence Systems by Financial Service Providers , MichiganGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
GOVERN 2.1 Roles and responsibilities and lines of communication related to mapping, measuring,...
AIR-PREV-005 System Acceptance Testing
7
6
7 in force
The 7 laws behind GOVERN 2.1 and AIR-PREV-005
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaMiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionMiFID II Suitability Assessment for Investment Advice and Portfolio Management, Including Automated and Semi-Automated Systems (Article 25(2) and Delegated Regulation 2017/565 Article 54) , European UnionCentral Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanFSC Fintech Series Guidance Notes 4, responsible use of artificial intelligence in financial services , MauritiusSuitability for MiFID business: personal recommendations and decisions to trade, including advice given through an automated or semi-automated system , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
AIR-PREV-006 Data Quality & Classification/Sensitivity
7
6
7 in force
The 7 laws behind GOVERN 2.1 and AIR-PREV-006
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaMiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionMiFID II Suitability Assessment for Investment Advice and Portfolio Management, Including Automated and Semi-Automated Systems (Article 25(2) and Delegated Regulation 2017/565 Article 54) , European UnionCentral Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanFSC Fintech Series Guidance Notes 4, responsible use of artificial intelligence in financial services , MauritiusSuitability for MiFID business: personal recommendations and decisions to trade, including advice given through an automated or semi-automated system , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
7
6
7 in force
The 7 laws behind GOVERN 2.1 and AIR-PREV-024
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaMiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionMiFID II Suitability Assessment for Investment Advice and Portfolio Management, Including Automated and Semi-Automated Systems (Article 25(2) and Delegated Regulation 2017/565 Article 54) , European UnionCentral Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanFSC Fintech Series Guidance Notes 4, responsible use of artificial intelligence in financial services , MauritiusSuitability for MiFID business: personal recommendations and decisions to trade, including advice given through an automated or semi-automated system , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
AIR-DET-004 AI System Observability
7
6
7 in force
The 7 laws behind GOVERN 2.1 and AIR-DET-004
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaMiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionMiFID II Suitability Assessment for Investment Advice and Portfolio Management, Including Automated and Semi-Automated Systems (Article 25(2) and Delegated Regulation 2017/565 Article 54) , European UnionCentral Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanFSC Fintech Series Guidance Notes 4, responsible use of artificial intelligence in financial services , MauritiusSuitability for MiFID business: personal recommendations and decisions to trade, including advice given through an automated or semi-automated system , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
AIR-DET-011 Human Feedback Loop for AI Systems
7
6
7 in force
The 7 laws behind GOVERN 2.1 and AIR-DET-011
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaMiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionMiFID II Suitability Assessment for Investment Advice and Portfolio Management, Including Automated and Semi-Automated Systems (Article 25(2) and Delegated Regulation 2017/565 Article 54) , European UnionCentral Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanFSC Fintech Series Guidance Notes 4, responsible use of artificial intelligence in financial services , MauritiusSuitability for MiFID business: personal recommendations and decisions to trade, including advice given through an automated or semi-automated system , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
AIR-DET-021 Agent Decision Audit and Explainability
7
6
7 in force
The 7 laws behind GOVERN 2.1 and AIR-DET-021
OSFI Guideline E-23, Enterprise-Wide Model Risk Management for Deposit-Taking Institutions (2017) , CanadaMiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionMiFID II Suitability Assessment for Investment Advice and Portfolio Management, Including Automated and Semi-Automated Systems (Article 25(2) and Delegated Regulation 2017/565 Article 54) , European UnionCentral Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanFSC Fintech Series Guidance Notes 4, responsible use of artificial intelligence in financial services , MauritiusSuitability for MiFID business: personal recommendations and decisions to trade, including advice given through an automated or semi-automated system , United KingdomInteragency Supervisory Guidance on Model Risk Management (2026 revision) , United States
GOVERN 4.2 Organizational teams document the risks and potential impacts of the AI technology...
AIR-DET-021 Agent Decision Audit and Explainability
10
7
6 in force, 3 not yet in force, 1 proposed
The 10 laws behind GOVERN 4.2 and AIR-DET-021
Employment Technological Displacement Notice (SB 951) , California from 1 Jan 2027 , in 2 months Transparency in Frontier Artificial Intelligence Act (SB 53) , CaliforniaDigital Services Act, Article 37 (independent audit of very large online platforms and search engines) , European UnionArtificial Intelligence Safety Measures Act , Illinois from 1 Jan 2027 , in 2 months Artificial Intelligence Video Interview Act , IllinoisCentral Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanAI Companion Chatbot Safety Act (SB 1546) , Oregon from 1 Jan 2027 , in 2 months S.B. 1090, SAFECHAT Act , Pennsylvania proposed AI Framework Act, Article 32 (safety-assurance duty for high-compute AI systems) , South KoreaAI Framework Act, Article 34 (business-operator duties for high-impact AI) , South Korea
AIR-DET-004 AI System Observability
8
6
5 in force, 3 not yet in force
The 8 laws behind GOVERN 4.2 and AIR-DET-004
Employment Technological Displacement Notice (SB 951) , California from 1 Jan 2027 , in 2 months Transparency in Frontier Artificial Intelligence Act (SB 53) , CaliforniaDigital Services Act, Article 37 (independent audit of very large online platforms and search engines) , European UnionArtificial Intelligence Safety Measures Act , Illinois from 1 Jan 2027 , in 2 months Artificial Intelligence Video Interview Act , IllinoisCentral Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanAI Companion Chatbot Safety Act (SB 1546) , Oregon from 1 Jan 2027 , in 2 months AI Framework Act, Article 32 (safety-assurance duty for high-compute AI systems) , South Korea
AIR-PREV-005 System Acceptance Testing
2
2
2 in force
The 2 laws behind GOVERN 4.2 and AIR-PREV-005
MAP 2.3 Scientific integrity and TEVV considerations are identified and documented, including...
AIR-PREV-005 System Acceptance Testing
12
9
8 in force, 4 not yet in force
The 12 laws behind MAP 2.3 and AIR-PREV-005
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 53 (obligations for providers of general-purpose AI models) , European UnionCommission Guidelines on the scope of the obligations for providers of general-purpose AI models under the AI Act , European UnionCounter-Fraud Framework: fraud detection systems, machine learning and artificial intelligence , Saudi ArabiaGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United Kingdom
and 2 more, every one in the free file .
AIR-PREV-006 Data Quality & Classification/Sensitivity
12
9
8 in force, 4 not yet in force
The 12 laws behind MAP 2.3 and AIR-PREV-006
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 53 (obligations for providers of general-purpose AI models) , European UnionCommission Guidelines on the scope of the obligations for providers of general-purpose AI models under the AI Act , European UnionCounter-Fraud Framework: fraud detection systems, machine learning and artificial intelligence , Saudi ArabiaGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United Kingdom
and 2 more, every one in the free file .
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
12
9
8 in force, 4 not yet in force
The 12 laws behind MAP 2.3 and AIR-PREV-024
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 53 (obligations for providers of general-purpose AI models) , European UnionCommission Guidelines on the scope of the obligations for providers of general-purpose AI models under the AI Act , European UnionCounter-Fraud Framework: fraud detection systems, machine learning and artificial intelligence , Saudi ArabiaGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United Kingdom
and 2 more, every one in the free file .
AIR-DET-004 AI System Observability
12
9
8 in force, 4 not yet in force
The 12 laws behind MAP 2.3 and AIR-DET-004
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 53 (obligations for providers of general-purpose AI models) , European UnionCommission Guidelines on the scope of the obligations for providers of general-purpose AI models under the AI Act , European UnionCounter-Fraud Framework: fraud detection systems, machine learning and artificial intelligence , Saudi ArabiaGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United Kingdom
and 2 more, every one in the free file .
AIR-DET-011 Human Feedback Loop for AI Systems
12
9
8 in force, 4 not yet in force
The 12 laws behind MAP 2.3 and AIR-DET-011
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 53 (obligations for providers of general-purpose AI models) , European UnionCommission Guidelines on the scope of the obligations for providers of general-purpose AI models under the AI Act , European UnionCounter-Fraud Framework: fraud detection systems, machine learning and artificial intelligence , Saudi ArabiaGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United Kingdom
and 2 more, every one in the free file .
AIR-DET-021 Agent Decision Audit and Explainability
12
9
8 in force, 4 not yet in force
The 12 laws behind MAP 2.3 and AIR-DET-021
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaOSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 53 (obligations for providers of general-purpose AI models) , European UnionCommission Guidelines on the scope of the obligations for providers of general-purpose AI models under the AI Act , European UnionCounter-Fraud Framework: fraud detection systems, machine learning and artificial intelligence , Saudi ArabiaGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel risk management principles for banks , United Kingdom
and 2 more, every one in the free file .
MAP 3.3 Targeted application scope is specified and documented based on the system’s...
AIR-PREV-005 System Acceptance Testing
148
88
127 in force, 17 not yet in force, 1 blocked by a court, 3 proposed
The 148 laws behind MAP 3.3 and AIR-PREV-005
Alabama Child Protection Act of 2024, AI-Generated Child Sexual Abuse Material , AlabamaAI-generated and indistinguishable depictions included in child-exploitation definitions (HB 2678) , ArizonaUnlawful disclosure extended to AI-generated 'realistic pictorial representation' intimate images (SB 1462) , ArizonaAct 159 of 2025 (HB 1071), AI-Generated Replicas Amendment to Publicity Rights Act , ArkansasAct 827 of 2025 (HB 1529), Unlawful Creation or Distribution of Deepfake Visual Material , ArkansasAct 977 of 2025 (HB 1877), AI-Generated Child Sexual Abuse Material Amendments , ArkansasUsing a Carriage Service to Transmit Sexual Material Without Consent (Deepfake Offences) , AustraliaStGB Section 207a(4)(4), Computer-Generated and Altered Child Sexual Abuse Material , AustriaSexual Offences Act, child pornography offence , BahamasCyber Security Act, 2026, AI-generated sexual content and CSAM ban , Bangladesh
and 138 more, every one in the free file .
AIR-DET-021 Agent Decision Audit and Explainability
5
4
4 in force, 1 not yet in force
The 5 laws behind MAP 3.3 and AIR-DET-021
Attorney, Court Filing and Arbitrator Generative AI Duties (SB 574) , California from 1 Jan 2027 , in 2 months Decreto Legislativo 160/2026, After-the-Fact Facial Recognition Integrated in Video Surveillance (Art. 10) , ItalyDecreto Legislativo 160/2026, Police Biometric AI: Dataset Labelling and Real-Time Remote Identification (Artt. 7-9, 13) , ItalyGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesLaw on Artificial Intelligence, risk classification and conformity assessment , Vietnam
AIR-PREV-006 Data Quality & Classification/Sensitivity
4
3
3 in force, 1 not yet in force
The 4 laws behind MAP 3.3 and AIR-PREV-006
Platform Work Directive, Ban on One-to-Many Biometric Identification of Persons Performing Platform Work (Article 7(1)(f)) , European Union from 2 Dec 2026 , in 6 weeks Decreto Legislativo 160/2026, After-the-Fact Facial Recognition Integrated in Video Surveillance (Art. 10) , ItalyDecreto Legislativo 160/2026, Police Biometric AI: Dataset Labelling and Real-Time Remote Identification (Artt. 7-9, 13) , ItalyLaw on Artificial Intelligence, risk classification and conformity assessment , Vietnam
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
3
2
3 in force
The 3 laws behind MAP 3.3 and AIR-PREV-024
AIR-DET-004 AI System Observability
3
2
3 in force
The 3 laws behind MAP 3.3 and AIR-DET-004
AIR-DET-011 Human Feedback Loop for AI Systems
3
2
3 in force
The 3 laws behind MAP 3.3 and AIR-DET-011
MAP 3.5 Processes for human oversight are defined, assessed, and documented in accordance with...
AIR-DET-021 Agent Decision Audit and Explainability
29
22
21 in force, 8 not yet in force
The 29 laws behind MAP 3.5 and AIR-DET-021
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaPractice Direction No. 18 of 2025, ethical use of generative AI in court proceedings , BelizeEmployment Automated Decision Systems Act (SB 947) , California from 1 Jul 2027 , in 8 months Health Care Services Artificial Intelligence Act (AB 1979) , California from 1 Jan 2027 , in 2 months CSA Staff Notice 31-342, guidance for portfolio managers regarding online advice , CanadaHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 14 (human oversight) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Articles 60 and 61 (testing in real world conditions outside AI regulatory sandboxes, with informed consent) , European UnionEBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European Union
and 19 more, every one in the free file .
AIR-PREV-006 Data Quality & Classification/Sensitivity
28
21
20 in force, 8 not yet in force
The 28 laws behind MAP 3.5 and AIR-PREV-006
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaEmployment Automated Decision Systems Act (SB 947) , California from 1 Jul 2027 , in 8 months Health Care Services Artificial Intelligence Act (AB 1979) , California from 1 Jan 2027 , in 2 months CSA Staff Notice 31-342, guidance for portfolio managers regarding online advice , CanadaHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 14 (human oversight) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Articles 60 and 61 (testing in real world conditions outside AI regulatory sandboxes, with informed consent) , European UnionEBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionLaw No. 025/2023, automated decisions and profiling , Gabon
and 18 more, every one in the free file .
AIR-PREV-005 System Acceptance Testing
26
19
18 in force, 8 not yet in force
The 26 laws behind MAP 3.5 and AIR-PREV-005
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaEmployment Automated Decision Systems Act (SB 947) , California from 1 Jul 2027 , in 8 months Health Care Services Artificial Intelligence Act (AB 1979) , California from 1 Jan 2027 , in 2 months CSA Staff Notice 31-342, guidance for portfolio managers regarding online advice , CanadaHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 14 (human oversight) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Articles 60 and 61 (testing in real world conditions outside AI regulatory sandboxes, with informed consent) , European UnionEBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionPrivate Review Agent Artificial Intelligence Coverage Determinations Act (SB 444) , Georgia from 1 Jan 2027 , in 2 months
and 16 more, every one in the free file .
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
25
18
17 in force, 8 not yet in force
The 25 laws behind MAP 3.5 and AIR-PREV-024
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaEmployment Automated Decision Systems Act (SB 947) , California from 1 Jul 2027 , in 8 months Health Care Services Artificial Intelligence Act (AB 1979) , California from 1 Jan 2027 , in 2 months CSA Staff Notice 31-342, guidance for portfolio managers regarding online advice , CanadaHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 14 (human oversight) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Articles 60 and 61 (testing in real world conditions outside AI regulatory sandboxes, with informed consent) , European UnionEBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionPrivate Review Agent Artificial Intelligence Coverage Determinations Act (SB 444) , Georgia from 1 Jan 2027 , in 2 months
and 15 more, every one in the free file .
AIR-DET-004 AI System Observability
25
18
17 in force, 8 not yet in force
The 25 laws behind MAP 3.5 and AIR-DET-004
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaEmployment Automated Decision Systems Act (SB 947) , California from 1 Jul 2027 , in 8 months Health Care Services Artificial Intelligence Act (AB 1979) , California from 1 Jan 2027 , in 2 months CSA Staff Notice 31-342, guidance for portfolio managers regarding online advice , CanadaHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 14 (human oversight) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Articles 60 and 61 (testing in real world conditions outside AI regulatory sandboxes, with informed consent) , European UnionEBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionPrivate Review Agent Artificial Intelligence Coverage Determinations Act (SB 444) , Georgia from 1 Jan 2027 , in 2 months
and 15 more, every one in the free file .
AIR-DET-011 Human Feedback Loop for AI Systems
25
18
17 in force, 8 not yet in force
The 25 laws behind MAP 3.5 and AIR-DET-011
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaEmployment Automated Decision Systems Act (SB 947) , California from 1 Jul 2027 , in 8 months Health Care Services Artificial Intelligence Act (AB 1979) , California from 1 Jan 2027 , in 2 months CSA Staff Notice 31-342, guidance for portfolio managers regarding online advice , CanadaHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 14 (human oversight) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Articles 60 and 61 (testing in real world conditions outside AI regulatory sandboxes, with informed consent) , European UnionEBA Guidelines on loan origination and monitoring (EBA/GL/2020/06), automated models and model governance , European UnionPrivate Review Agent Artificial Intelligence Coverage Determinations Act (SB 444) , Georgia from 1 Jan 2027 , in 2 months
and 15 more, every one in the free file .
MAP 4.1 Approaches for mapping AI technology and legal risks of its components – including the...
AIR-PREV-018 Agent Authority Least Privilege Framework
145
107
142 in force, 3 not yet in force
The 145 laws behind MAP 4.1 and AIR-PREV-018
Penal Code, Part Twelve, Chapter One (Cyber Crimes and Punishment) , AfghanistanAlabama Digital Crime Act, Computer Tampering , AlabamaCriminal mischief in the fourth degree, unauthorized computer access , AlaskaCriminal use of a computer , AlaskaTheft of services, unauthorized use of a computer system , AlaskaCopyright Law, Sui Generis Database Producers Rights , AlbaniaCriminal Code, Unauthorized Computer Access , AlbaniaCode pénal, atteintes aux systèmes de traitement automatisé de données , AlgeriaOrdonnance n° 03-05, exception de citation , AlgeriaOrdonnance n° 03-05, protection des bases de données , Algeria
and 135 more, every one in the free file .
AIR-PREV-023 Agentic System Credential Protection Framework
145
107
142 in force, 3 not yet in force
The 145 laws behind MAP 4.1 and AIR-PREV-023
Penal Code, Part Twelve, Chapter One (Cyber Crimes and Punishment) , AfghanistanAlabama Digital Crime Act, Computer Tampering , AlabamaCriminal mischief in the fourth degree, unauthorized computer access , AlaskaCriminal use of a computer , AlaskaTheft of services, unauthorized use of a computer system , AlaskaCopyright Law, Sui Generis Database Producers Rights , AlbaniaCriminal Code, Unauthorized Computer Access , AlbaniaCode pénal, atteintes aux systèmes de traitement automatisé de données , AlgeriaOrdonnance n° 03-05, exception de citation , AlgeriaOrdonnance n° 03-05, protection des bases de données , Algeria
and 135 more, every one in the free file .
AIR-PREV-007 Legal and Contractual Frameworks for AI Systems
51
39
50 in force, 1 not yet in force
The 51 laws behind MAP 4.1 and AIR-PREV-007
Ordonnance n° 03-05, exception de citation , AlgeriaCopyright and Neighboring Rights Law, Press and Current-Events Reproduction Exception , AndorraCopyright Act 1998, compilation and database protection , BahamasCopyright Act 1998, fair dealing for reporting current events and criticism , BahamasCode de droit économique, article XI.190, 20°, exception de fouille de textes et de données , BelgiumCopyright and Designs Act 2004, fair dealing for criticism, review and reporting current events , BermudaLaw on Copyright and Related Rights, Content Limitations (No Text-and-Data-Mining Exception) , Bosnia and HerzegovinaCopyright and Neighbouring Rights Act (ZAPSP), Arts. 26e, 26zh and 26k, Text-and-Data-Mining Exception for Crawling and Training , BulgariaCopyright and Neighbouring Rights Act (ZAPSP), Arts. 90d and 90zh, Press Publisher Right , BulgariaLoi n°048-2019/AN du 12 novembre 2019 portant protection de la propriété littéraire et artistique, database and news exceptions , Burkina Faso
and 41 more, every one in the free file .
AIR-DET-013 Providing Citations and Source Traceability for AI-Generated Information
33
28
33 in force
The 33 laws behind MAP 4.1 and AIR-DET-013
Ordonnance n° 03-05, exception de citation , AlgeriaCopyright and Neighboring Rights Law, Press and Current-Events Reproduction Exception , AndorraCopyright Act 1998, compilation and database protection , BahamasCopyright Act 1998, fair dealing for reporting current events and criticism , BahamasCopyright and Designs Act 2004, fair dealing for criticism, review and reporting current events , BermudaCopyright and Neighbouring Rights Act (ZAPSP), Arts. 90d and 90zh, Press Publisher Right , BulgariaLoi n°048-2019/AN du 12 novembre 2019 portant protection de la propriété littéraire et artistique, database and news exceptions , Burkina FasoLaw No. 1/021 of December 30, 2005 on the Protection of Copyright and Related Rights, database and facts exclusions , BurundiCopyright (Cayman Islands) Order 2015, database and compilation copyright , Cayman IslandsLaw on Literary and Artistic Property, quotation and press-review exception , Comoros
and 23 more, every one in the free file .
AIR-PREV-005 System Acceptance Testing
3
3
2 in force, 1 not yet in force
The 3 laws behind MAP 4.1 and AIR-PREV-005
AIR-PREV-006 Data Quality & Classification/Sensitivity
2
2
2 in force
The 2 laws behind MAP 4.1 and AIR-PREV-006
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
2
2
2 in force
The 2 laws behind MAP 4.1 and AIR-PREV-024
AIR-DET-004 AI System Observability
2
2
2 in force
The 2 laws behind MAP 4.1 and AIR-DET-004
AIR-DET-011 Human Feedback Loop for AI Systems
2
2
2 in force
The 2 laws behind MAP 4.1 and AIR-DET-011
AIR-DET-021 Agent Decision Audit and Explainability
2
2
2 in force
The 2 laws behind MAP 4.1 and AIR-DET-021
MAP 5.1 Likelihood and magnitude of each identified impact (both potentially beneficial and...
AIR-PREV-005 System Acceptance Testing
14
13
8 in force, 1 not yet in force, 5 proposed
The 14 laws behind MAP 5.1 and AIR-PREV-005
Council of Europe Framework Convention on Artificial Intelligence, signed by Andorra , Andorra proposed Council of Europe Framework Convention on Artificial Intelligence, signed by Armenia , Armenia proposed Council of Europe Framework Convention on Artificial Intelligence, signed by Canada , Canada proposed Superintendencia Circular on AI and Personal Data , ColombiaSPDP Norma General guaranteeing personal-data protection in the use of AI systems , EcuadorAI Act, Article 27 (fundamental rights impact assessment) , European Union from 2 Dec 2027 , in 13 months Gesetz zur Marktüberwachung und Innovationsförderung von künstlicher Intelligenz (KI-MIG), AI Market Surveillance and Innovation Promotion Act , GermanyDPC Guidance: AI, Large Language Models and Data Protection , IrelandDecreto Legislativo 160/2026, After-the-Fact Facial Recognition Integrated in Video Surveillance (Art. 10) , ItalyDecreto Legislativo 160/2026, Police Biometric AI: Dataset Labelling and Real-Time Remote Identification (Artt. 7-9, 13) , Italy
and 4 more, every one in the free file .
AIR-PREV-006 Data Quality & Classification/Sensitivity
3
3
3 in force
The 3 laws behind MAP 5.1 and AIR-PREV-006
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
3
3
3 in force
The 3 laws behind MAP 5.1 and AIR-PREV-024
AIR-DET-004 AI System Observability
3
3
3 in force
The 3 laws behind MAP 5.1 and AIR-DET-004
AIR-DET-011 Human Feedback Loop for AI Systems
3
3
3 in force
The 3 laws behind MAP 5.1 and AIR-DET-011
AIR-DET-021 Agent Decision Audit and Explainability
3
3
3 in force
The 3 laws behind MAP 5.1 and AIR-DET-021
MEASURE 2.4 The functionality and behavior of the AI system and its components – as identified in...
AIR-PREV-005 System Acceptance Testing
23
12
13 in force, 10 not yet in force
The 23 laws behind MEASURE 2.4 and AIR-PREV-005
Clinical Decision Support Systems Bias Mitigation Act (SB 503) , California from 1 Jan 2027 , in 2 months OSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months SPDP Norma General guaranteeing personal-data protection in the use of AI systems , EcuadorAI Act, Article 12 (record-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 19 (automatically generated logs) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(6) (deployer log-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months
and 13 more, every one in the free file .
AIR-PREV-006 Data Quality & Classification/Sensitivity
23
12
13 in force, 10 not yet in force
The 23 laws behind MEASURE 2.4 and AIR-PREV-006
Clinical Decision Support Systems Bias Mitigation Act (SB 503) , California from 1 Jan 2027 , in 2 months OSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months SPDP Norma General guaranteeing personal-data protection in the use of AI systems , EcuadorAI Act, Article 12 (record-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 19 (automatically generated logs) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(6) (deployer log-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months
and 13 more, every one in the free file .
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
23
12
13 in force, 10 not yet in force
The 23 laws behind MEASURE 2.4 and AIR-PREV-024
Clinical Decision Support Systems Bias Mitigation Act (SB 503) , California from 1 Jan 2027 , in 2 months OSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months SPDP Norma General guaranteeing personal-data protection in the use of AI systems , EcuadorAI Act, Article 12 (record-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 19 (automatically generated logs) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(6) (deployer log-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months
and 13 more, every one in the free file .
AIR-DET-004 AI System Observability
23
12
13 in force, 10 not yet in force
The 23 laws behind MEASURE 2.4 and AIR-DET-004
Clinical Decision Support Systems Bias Mitigation Act (SB 503) , California from 1 Jan 2027 , in 2 months OSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months SPDP Norma General guaranteeing personal-data protection in the use of AI systems , EcuadorAI Act, Article 12 (record-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 19 (automatically generated logs) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(6) (deployer log-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months
and 13 more, every one in the free file .
AIR-DET-011 Human Feedback Loop for AI Systems
23
12
13 in force, 10 not yet in force
The 23 laws behind MEASURE 2.4 and AIR-DET-011
Clinical Decision Support Systems Bias Mitigation Act (SB 503) , California from 1 Jan 2027 , in 2 months OSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months SPDP Norma General guaranteeing personal-data protection in the use of AI systems , EcuadorAI Act, Article 12 (record-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 19 (automatically generated logs) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(6) (deployer log-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months
and 13 more, every one in the free file .
AIR-DET-021 Agent Decision Audit and Explainability
23
12
13 in force, 10 not yet in force
The 23 laws behind MEASURE 2.4 and AIR-DET-021
Clinical Decision Support Systems Bias Mitigation Act (SB 503) , California from 1 Jan 2027 , in 2 months OSFI Guideline E-23, Model Risk Management (2027) , Canada from 1 May 2027 , in 6 months HB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months SPDP Norma General guaranteeing personal-data protection in the use of AI systems , EcuadorAI Act, Article 12 (record-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 19 (automatically generated logs) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(10) (post-remote biometric identification authorisation) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(6) (deployer log-keeping) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 6(2) and Annex III, point 5(b) (creditworthiness and credit-scoring systems: provider duties) , European Union from 2 Dec 2027 , in 13 months
and 13 more, every one in the free file .
MEASURE 2.5 The AI system to be deployed is demonstrated to be valid and reliable. Limitations of...
AIR-DET-021 Agent Decision Audit and Explainability
2
2
2 in force
The 2 laws behind MEASURE 2.5 and AIR-DET-021
AIR-PREV-007 Legal and Contractual Frameworks for AI Systems
2
1
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.5 and AIR-PREV-007
AIR-PREV-008 Quality of Service (QoS) and DDoS Prevention for AI Systems
2
1
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.5 and AIR-PREV-008
AIR-PREV-012 Role-Based Access Control for AI Data
2
1
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.5 and AIR-PREV-012
AIR-PREV-014 Encryption of AI Data at Rest
2
1
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.5 and AIR-PREV-014
AIR-PREV-017 AI Firewall Implementation and Management
2
1
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.5 and AIR-PREV-017
AIR-PREV-020 MCP Server Security Governance
2
1
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.5 and AIR-PREV-020
AIR-DET-001 AI Data Leakage Prevention and Detection
2
1
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.5 and AIR-DET-001
MEASURE 2.6 The AI system is evaluated regularly for safety risks – as identified in the MAP...
AIR-DET-021 Agent Decision Audit and Explainability
3
3
1 in force, 1 not yet in force, 1 proposed
The 3 laws behind MEASURE 2.6 and AIR-DET-021
AIR-PREV-007 Legal and Contractual Frameworks for AI Systems
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.6 and AIR-PREV-007
AI Act, Article 15 (accuracy, robustness and cybersecurity) , European Union from 2 Dec 2027 , in 13 months MiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionCodice Penale Art. 437-bis, Omitted Safety Measures in High-Risk AI Systems and Unlawful Alteration of Them , Italy
AIR-PREV-008 Quality of Service (QoS) and DDoS Prevention for AI Systems
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.6 and AIR-PREV-008
AI Act, Article 15 (accuracy, robustness and cybersecurity) , European Union from 2 Dec 2027 , in 13 months MiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionCodice Penale Art. 437-bis, Omitted Safety Measures in High-Risk AI Systems and Unlawful Alteration of Them , Italy
AIR-PREV-012 Role-Based Access Control for AI Data
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.6 and AIR-PREV-012
AI Act, Article 15 (accuracy, robustness and cybersecurity) , European Union from 2 Dec 2027 , in 13 months MiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionCodice Penale Art. 437-bis, Omitted Safety Measures in High-Risk AI Systems and Unlawful Alteration of Them , Italy
AIR-PREV-014 Encryption of AI Data at Rest
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.6 and AIR-PREV-014
AI Act, Article 15 (accuracy, robustness and cybersecurity) , European Union from 2 Dec 2027 , in 13 months MiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionCodice Penale Art. 437-bis, Omitted Safety Measures in High-Risk AI Systems and Unlawful Alteration of Them , Italy
AIR-PREV-017 AI Firewall Implementation and Management
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.6 and AIR-PREV-017
AI Act, Article 15 (accuracy, robustness and cybersecurity) , European Union from 2 Dec 2027 , in 13 months MiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionCodice Penale Art. 437-bis, Omitted Safety Measures in High-Risk AI Systems and Unlawful Alteration of Them , Italy
AIR-PREV-020 MCP Server Security Governance
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.6 and AIR-PREV-020
AI Act, Article 15 (accuracy, robustness and cybersecurity) , European Union from 2 Dec 2027 , in 13 months MiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionCodice Penale Art. 437-bis, Omitted Safety Measures in High-Risk AI Systems and Unlawful Alteration of Them , Italy
AIR-DET-001 AI Data Leakage Prevention and Detection
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.6 and AIR-DET-001
AI Act, Article 15 (accuracy, robustness and cybersecurity) , European Union from 2 Dec 2027 , in 13 months MiFID II Algorithmic Trading Controls: Resilient Systems, Testing, Kill Functionality, Records and Notification (Article 17 and RTS 6) , European UnionCodice Penale Art. 437-bis, Omitted Safety Measures in High-Risk AI Systems and Unlawful Alteration of Them , Italy
AIR-DET-004 AI System Observability
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.6 and AIR-DET-004
MEASURE 2.7 AI system security and resilience – as identified in the MAP function – are evaluated...
AIR-PREV-007 Legal and Contractual Frameworks for AI Systems
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.7 and AIR-PREV-007
AIR-PREV-008 Quality of Service (QoS) and DDoS Prevention for AI Systems
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.7 and AIR-PREV-008
AIR-PREV-012 Role-Based Access Control for AI Data
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.7 and AIR-PREV-012
AIR-PREV-014 Encryption of AI Data at Rest
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.7 and AIR-PREV-014
AIR-PREV-017 AI Firewall Implementation and Management
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.7 and AIR-PREV-017
AIR-PREV-020 MCP Server Security Governance
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.7 and AIR-PREV-020
AIR-DET-001 AI Data Leakage Prevention and Detection
3
2
2 in force, 1 not yet in force
The 3 laws behind MEASURE 2.7 and AIR-DET-001
AIR-PREV-005 System Acceptance Testing
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.7 and AIR-PREV-005
AIR-PREV-006 Data Quality & Classification/Sensitivity
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.7 and AIR-PREV-006
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.7 and AIR-PREV-024
AIR-DET-004 AI System Observability
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.7 and AIR-DET-004
AIR-DET-011 Human Feedback Loop for AI Systems
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.7 and AIR-DET-011
AIR-DET-021 Agent Decision Audit and Explainability
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.7 and AIR-DET-021
MEASURE 2.8 Risks associated with transparency and accountability – as identified in the MAP...
AIR-DET-021 Agent Decision Audit and Explainability
66
43
41 in force, 13 not yet in force, 12 proposed
The 66 laws behind MEASURE 2.8 and AIR-DET-021
Distribution of Materially Deceptive Media to Influence an Upcoming Election , AlabamaSB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaCouncil of Europe Framework Convention on Artificial Intelligence, signed by Andorra , Andorra proposed Council of Europe Framework Convention on Artificial Intelligence, signed by Armenia , Armenia proposed Practice Direction No. 18 of 2025, ethical use of generative AI in court proceedings , BelizeAttorney, Court Filing and Arbitrator Generative AI Duties (SB 574) , California from 1 Jan 2027 , in 2 months California AI Transparency Act (SB 942, as amended by AB 853, SB 1000 and AB 2713) , CaliforniaCCPA Automated Decisionmaking Technology Regulations , CaliforniaCompanion Chatbot Safety and Accountability Act (SB 243) , CaliforniaEmployment Automated Decision Systems Act (SB 947) , California from 1 Jul 2027 , in 8 months
and 56 more, every one in the free file .
AIR-PREV-005 System Acceptance Testing
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.8 and AIR-PREV-005
AIR-PREV-006 Data Quality & Classification/Sensitivity
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.8 and AIR-PREV-006
MEASURE 2.9 The AI model is explained, validated, and documented, and AI system output is...
AIR-DET-021 Agent Decision Audit and Explainability
17
14
10 in force, 6 not yet in force, 1 proposed
The 17 laws behind MEASURE 2.9 and AIR-DET-021
Personal Data Protection Law, automated decisions , Burkina FasoCCPA Automated Decisionmaking Technology Regulations , CaliforniaLoi n° 24.001 portant protection des données à caractère personnel, droits liés au traitement , Central African RepublicConsumer Credit Act, Articles 24 and 30, Personalised Offers and Creditworthiness Assessment by Automated Processing , Croatia from 20 Nov 2026 , in 4 weeks AI Act, Article 86 (right to explanation of individual decision-making) , European Union from 2 Dec 2027 , in 13 months Consumer Credit Directive, Right to Human Intervention in an Automated Creditworthiness Assessment (Article 18(8)) , European Union from 20 Nov 2026 , in 4 weeks GDPR Article 22, Automated Individual Decision-Making , European UnionPlatform Work Directive, Transparency, Human Oversight and Human Review of Automated Systems (Articles 9 to 11) , European Union from 2 Dec 2026 , in 6 weeks Gesetz zur Marktüberwachung und Innovationsförderung von künstlicher Intelligenz (KI-MIG), AI Market Surveillance and Innovation Promotion Act , GermanyCentral Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , Jordan
and 7 more, every one in the free file .
AIR-PREV-006 Data Quality & Classification/Sensitivity
11
11
7 in force, 4 not yet in force
The 11 laws behind MEASURE 2.9 and AIR-PREV-006
CCPA Automated Decisionmaking Technology Regulations , CaliforniaLoi n° 24.001 portant protection des données à caractère personnel, droits liés au traitement , Central African RepublicConsumer Credit Act, Articles 24 and 30, Personalised Offers and Creditworthiness Assessment by Automated Processing , Croatia from 20 Nov 2026 , in 4 weeks AI Act, Article 86 (right to explanation of individual decision-making) , European Union from 2 Dec 2027 , in 13 months Gesetz zur Marktüberwachung und Innovationsförderung von künstlicher Intelligenz (KI-MIG), AI Market Surveillance and Innovation Promotion Act , GermanyFSC Fintech Series Guidance Notes 4, responsible use of artificial intelligence in financial services , MauritiusLoi n° 2022-59, droits des personnes concernées , NigerLey N° 7593/2025, automated or semi-automated individual decisions , Paraguay from 27 Nov 2027 , in 13 months Consumer Credit Act (2026:1011), Chapter 2 Section 7 and Chapter 3 Section 15, Personalised Offers and Credit Assessment by Automated Processing , Sweden from 20 Nov 2026 , in 4 weeks Guidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab Emirates
and 1 more, every one in the free file .
AIR-PREV-005 System Acceptance Testing
5
5
5 in force
The 5 laws behind MEASURE 2.9 and AIR-PREV-005
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
4
4
4 in force
The 4 laws behind MEASURE 2.9 and AIR-PREV-024
AIR-DET-004 AI System Observability
4
4
4 in force
The 4 laws behind MEASURE 2.9 and AIR-DET-004
AIR-DET-011 Human Feedback Loop for AI Systems
4
4
4 in force
The 4 laws behind MEASURE 2.9 and AIR-DET-011
MEASURE 2.10 Privacy risk of the AI system – as identified in the MAP function – is examined and documented.
AIR-PREV-005 System Acceptance Testing
6
6
4 in force, 2 not yet in force
The 6 laws behind MEASURE 2.10 and AIR-PREV-005
Superintendencia Circular on AI and Personal Data , ColombiaHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months Ley de Fomento a la Inteligencia Artificial y Tecnologías, marco institucional, registro y evaluación de riesgos , El SalvadorAI Act, Article 26(9) (using Article 13 information for a data protection impact assessment) , European Union from 2 Dec 2027 , in 13 months Act XLVII of 1997 on Health Data, Section 35/A(4) to (8), Conditions for AI Development on Electronic Health Service Space Data , HungaryFSC Fintech Series Guidance Notes 4, responsible use of artificial intelligence in financial services , Mauritius
AIR-PREV-006 Data Quality & Classification/Sensitivity
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.10 and AIR-PREV-006
AIR-DET-021 Agent Decision Audit and Explainability
2
2
1 in force, 1 not yet in force
The 2 laws behind MEASURE 2.10 and AIR-DET-021
MEASURE 2.11 Fairness and bias – as identified in the MAP function – are evaluated and results are...
AIR-PREV-005 System Acceptance Testing
6
5
4 in force, 2 not yet in force
The 6 laws behind MEASURE 2.11 and AIR-PREV-005
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months Central Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab Emirates
AIR-PREV-006 Data Quality & Classification/Sensitivity
6
5
4 in force, 2 not yet in force
The 6 laws behind MEASURE 2.11 and AIR-PREV-006
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months Central Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab Emirates
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
6
5
4 in force, 2 not yet in force
The 6 laws behind MEASURE 2.11 and AIR-PREV-024
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months Central Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab Emirates
AIR-DET-004 AI System Observability
6
5
4 in force, 2 not yet in force
The 6 laws behind MEASURE 2.11 and AIR-DET-004
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months Central Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab Emirates
AIR-DET-011 Human Feedback Loop for AI Systems
6
5
4 in force, 2 not yet in force
The 6 laws behind MEASURE 2.11 and AIR-DET-011
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months Central Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab Emirates
AIR-DET-021 Agent Decision Audit and Explainability
6
5
4 in force, 2 not yet in force
The 6 laws behind MEASURE 2.11 and AIR-DET-021
SB 63 (2026), Artificial Intelligence in Health Insurance Prior Authorization , AlabamaAmended Regulation 10-1-1 (2025), Governance and Risk Management Framework for Insurers' Use of External Consumer Data and Information Sources, Algorithms, and Predictive Models , ColoradoHB 26-1139 (2026), Use of Artificial Intelligence in Health Care , Colorado from 1 Jan 2027 , in 2 months AI Act, Article 10 (data and data governance) , European Union from 2 Dec 2027 , in 13 months Central Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab Emirates
MEASURE 3.3 Feedback processes for end users and impacted communities to report problems and...
AIR-DET-021 Agent Decision Audit and Explainability
21
21
10 in force, 4 not yet in force, 7 proposed
The 21 laws behind MEASURE 3.3 and AIR-DET-021
Council of Europe Framework Convention on Artificial Intelligence, signed by Andorra , Andorra proposed Council of Europe Framework Convention on Artificial Intelligence, signed by Armenia , Armenia proposed Data Protection Act, 2019, automated decisions , BarbadosAnteproyecto de Ley de Protección de Datos Personales (AGETIC) , Bolivia proposed Council of Europe Framework Convention on Artificial Intelligence, signed by Canada , Canada proposed Consumer Credit Act, Articles 24 and 30, Personalised Offers and Creditworthiness Assessment by Automated Processing , Croatia from 20 Nov 2026 , in 4 weeks Consumer Credit Directive, Right to Human Intervention in an Automated Creditworthiness Assessment (Article 18(8)) , European Union from 20 Nov 2026 , in 4 weeks Law No. 025/2023, automated decisions and profiling , GabonCouncil of Europe Framework Convention on AI, Georgia's signature , Georgia proposed Data Protection Act, 2012, automated decision-taking , Ghana
and 11 more, every one in the free file .
AIR-PREV-006 Data Quality & Classification/Sensitivity
12
12
8 in force, 3 not yet in force, 1 proposed
The 12 laws behind MEASURE 3.3 and AIR-PREV-006
Data Protection Act, 2019, automated decisions , BarbadosAnteproyecto de Ley de Protección de Datos Personales (AGETIC) , Bolivia proposed Consumer Credit Act, Articles 24 and 30, Personalised Offers and Creditworthiness Assessment by Automated Processing , Croatia from 20 Nov 2026 , in 4 weeks Law No. 025/2023, automated decisions and profiling , GabonData Protection Act, 2012, automated decision-taking , GhanaGDPR Article 22 and Data Protection Act 2018 Section 57, Automated Decision-Making in Ireland , IrelandLaw No. 81/2018, Part V, notice, objection, access and correction , LebanonFSC Fintech Series Guidance Notes 4, responsible use of artificial intelligence in financial services , MauritiusLey Federal de Protección de Datos Personales en Posesión de los Particulares, automated decisions , MexicoLey N° 7593/2025, automated or semi-automated individual decisions , Paraguay from 27 Nov 2027 , in 13 months
and 2 more, every one in the free file .
AIR-DET-004 AI System Observability
3
3
3 in force
The 3 laws behind MEASURE 3.3 and AIR-DET-004
AIR-PREV-005 System Acceptance Testing
2
2
2 in force
The 2 laws behind MEASURE 3.3 and AIR-PREV-005
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
2
2
2 in force
The 2 laws behind MEASURE 3.3 and AIR-PREV-024
AIR-DET-011 Human Feedback Loop for AI Systems
2
2
2 in force
The 2 laws behind MEASURE 3.3 and AIR-DET-011
MANAGE 2.4 Mechanisms are in place and applied, and responsibilities are assigned and understood,...
AIR-DET-021 Agent Decision Audit and Explainability
6
5
5 in force, 1 not yet in force
The 6 laws behind MANAGE 2.4 and AIR-DET-021
AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months Central Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanDigital Code, Chapter 23: AI system design and risk-management obligations , KyrgyzstanFinancial Services (Robotic and Artificial Intelligence Enabled Advisory Services) Rules 2021 , MauritiusGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel Management Standards: governance, validation and monitoring of the models a bank uses to decide, including artificial intelligence models , United Arab Emirates
AIR-DET-004 AI System Observability
5
4
4 in force, 1 not yet in force
The 5 laws behind MANAGE 2.4 and AIR-DET-004
AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months Central Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanDigital Code, Chapter 23: AI system design and risk-management obligations , KyrgyzstanGuidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. , United Arab EmiratesModel Management Standards: governance, validation and monitoring of the models a bank uses to decide, including artificial intelligence models , United Arab Emirates
AIR-PREV-005 System Acceptance Testing
4
3
4 in force
The 4 laws behind MANAGE 2.4 and AIR-PREV-005
AIR-PREV-006 Data Quality & Classification/Sensitivity
4
3
4 in force
The 4 laws behind MANAGE 2.4 and AIR-PREV-006
AIR-PREV-024 Human-in-the-Loop Action Approval Gate
4
3
4 in force
The 4 laws behind MANAGE 2.4 and AIR-PREV-024
AIR-DET-011 Human Feedback Loop for AI Systems
4
3
4 in force
The 4 laws behind MANAGE 2.4 and AIR-DET-011
MANAGE 4.3 Incidents and errors are communicated to relevant AI actors, including affected...
AIR-DET-004 AI System Observability
9
7
5 in force, 3 not yet in force, 1 proposed
The 9 laws behind MANAGE 4.3 and AIR-DET-004
Transparency in Frontier Artificial Intelligence Act (SB 53) , CaliforniaAI Act, Article 20 (corrective actions and duty of information) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Articles 60 and 61 (testing in real world conditions outside AI regulatory sandboxes, with informed consent) , European UnionArtificial Intelligence Safety Measures Act , Illinois from 1 Jan 2027 , in 2 months Central Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanAI Framework Act, Article 32 (safety-assurance duty for high-compute AI systems) , South KoreaArtificial Intelligence Risk Management and Security Act of 2026 , United States proposed Law on Artificial Intelligence, incident management and reporting obligation , Vietnam
AIR-DET-021 Agent Decision Audit and Explainability
8
6
4 in force, 3 not yet in force, 1 proposed
The 8 laws behind MANAGE 4.3 and AIR-DET-021
Transparency in Frontier Artificial Intelligence Act (SB 53) , CaliforniaAI Act, Article 20 (corrective actions and duty of information) , European Union from 2 Dec 2027 , in 13 months AI Act, Article 26(1) to (5) (deployer use, human oversight, input data and monitoring) , European Union from 2 Dec 2027 , in 13 months AI Act, Articles 60 and 61 (testing in real world conditions outside AI regulatory sandboxes, with informed consent) , European UnionArtificial Intelligence Safety Measures Act , Illinois from 1 Jan 2027 , in 2 months Central Bank of Jordan Artificial Intelligence Framework for the Banking Sector, Version 1.0 , JordanAI Framework Act, Article 32 (safety-assurance duty for high-compute AI systems) , South KoreaArtificial Intelligence Risk Management and Security Act of 2026 , United States proposed