Back to Frameworks
OECD AI Principles
International
v2019 (or leave as null since the principles are not versioned)
8 domains
8 controls
OECD Principles on Artificial Intelligence
Verified
OECD AI Principles is a compliance framework from International with 8 domains and 8 controls that map to 145 other frameworks. The largest domains are Accountability and Documentation (1 controls), Audit, Impact Assessments, Metrics (1 controls), Data Governance and Bias (1 controls). Every control below carries what it requires and what an assessor expects to see.
Framework summaries on this platform are AI-assisted interpretations for educational and compliance planning purposes. They do not reproduce or replace the official standards. Refer to the authoritative source for the definitive text. Framework names and trademarks belong to their respective organisations.
Framework Domains (8)
Accountability and Documentation
1 controls
| Code | Title |
|---|---|
| OECDAI-4 | Accountability, Lifecycle Coverage, Documentation, and Record-Keeping |
Audit, Impact Assessments, Metrics
1 controls
| Code | Title |
|---|---|
| OECDAI-7 | Third-Party AI Audit, Impact Assessments, and Metrics for Trustworthy AI |
Data Governance and Bias
1 controls
| Code | Title |
|---|---|
| OECDAI-5 | Data Governance, Training Data Quality, Privacy, and Bias Mitigation |
Human Oversight and Redress
1 controls
| Code | Title |
|---|---|
| OECDAI-6 | Human Oversight, Redress, and Contestation Mechanisms |
Incident Reporting, Compliance, International
1 controls
| Code | Title |
|---|---|
| OECDAI-8 | AI Incident Reporting, Regulatory Compliance, Public Reporting, and International Cooperation |
Inclusive Growth and Human-Centred Values
1 controls
| Code | Title |
|---|---|
| OECDAI-1 | Inclusive Growth, Human-Centred Values, Fairness, and Sustainable Development |
Robustness, Security, Safety
1 controls
| Code | Title |
|---|---|
| OECDAI-3 | Robustness, Security, Safety, and Adversarial Attack Protection |
Transparency and Explainability
1 controls
| Code | Title |
|---|---|
| OECDAI-2 | Transparency, Explainability, and Public-Facing Disclosure |
Your Compliance Coverage
If you comply with OECD AI Principles, you already cover:
Canada Artificial Intelligence and Data Act (AIDA)
100%
8 controls mapped
Compare →ASEAN Guide on AI Governance and Ethics
88%
7 controls mapped
Compare →Colorado Artificial Intelligence Act (proposed SB 24-205)
75%
6 controls mapped
Compare →+ 142 more: Brazil AI Framework (75%), Australia AI Ethics Framework (75%)
See all 145 mapped frameworks ↓Maps to 145 other frameworks
8 total controls
Canada Artificial Intelligence and Data Act (AIDA)
8 source controls mapped|11 target controls covered
100%
ASEAN Guide on AI Governance and Ethics
7 source controls mapped|16 target controls covered
88%
Colorado Artificial Intelligence Act (proposed SB 24-205)
6 source controls mapped|13 target controls covered
75%
Brazil AI Framework
6 source controls mapped|9 target controls covered
75%
Australia AI Ethics Framework
6 source controls mapped|8 target controls covered
75%
South Korea Korea Internet Self-Governance Organisation (KISO) Code of Ethics
4 source controls mapped|5 target controls covered
50%
Privacy Act 2020
3 source controls mapped|4 target controls covered
38%
Turkey KVKK
3 source controls mapped|2 target controls covered
38%
Privacy Act 1988 (Australia)
3 source controls mapped|5 target controls covered
38%
Personal Data Act (personopplysningsloven)
3 source controls mapped|4 target controls covered
38%
Switzerland New Federal Act on Data Protection (nFADP/nDSG, 2023)
3 source controls mapped|15 target controls covered
38%
ISO 27018
3 source controls mapped|5 target controls covered
38%
South Korea PIPA
3 source controls mapped|4 target controls covered
38%
NRF Cybersecurity and Data Privacy Framework (National Retail Federation)
3 source controls mapped|2 target controls covered
38%
Federal Decree-Law No. 45 of 2021 on the Protection of Personal Data (UAE PDPL)
3 source controls mapped|5 target controls covered
38%
Bahrain PDPL
3 source controls mapped|7 target controls covered
38%
ISO 27017
3 source controls mapped|6 target controls covered
38%
NIST SP 800-190
3 source controls mapped|5 target controls covered
38%
Vietnam Law on Cybersecurity (No. 24/2018/QH14)
3 source controls mapped|2 target controls covered
38%
Vermont Artificial Intelligence and Consumer Data Act (AICDA)
3 source controls mapped|2 target controls covered
38%
ISO/IEC 38500:2024 - Governance of IT
3 source controls mapped|3 target controls covered
38%
ISO/IEC 23894:2023
3 source controls mapped|8 target controls covered
38%
Singapore AI Governance Framework
3 source controls mapped|4 target controls covered
38%
Automotive SPICE (ASPICE) v4.0 - Process Assessment Model
3 source controls mapped|2 target controls covered
38%
ISO 37000:2021 - Governance of Organizations
3 source controls mapped|4 target controls covered
38%
ISO 20400:2017 - Sustainable Procurement
3 source controls mapped|6 target controls covered
38%
Regulation on the European Health Data Space (EHDS)
2 source controls mapped|2 target controls covered
25%
US Gramm-Leach-Bliley Act (GLBA) - Higher Education Safeguards Rule
2 source controls mapped|3 target controls covered
25%
ISO 22000
2 source controls mapped|2 target controls covered
25%
ISO 14001
2 source controls mapped|4 target controls covered
25%
ISO 45001
2 source controls mapped|2 target controls covered
25%
IEC 62304:2015 Medical Device Software Lifecycle Processes
2 source controls mapped|3 target controls covered
25%
UK Defence Standard 05-138 - Cyber Security for Defence Suppliers
2 source controls mapped|2 target controls covered
25%
Protective Security Policy Framework (PSPF) Release 2024
2 source controls mapped|2 target controls covered
25%
Open Banking Security
2 source controls mapped|2 target controls covered
25%
Barbados Data Protection Act 2019
2 source controls mapped|6 target controls covered
25%
GDPR
2 source controls mapped|8 target controls covered
25%
UK Open Banking Standard
2 source controls mapped|3 target controls covered
25%
South Korea ISMS-P
2 source controls mapped|5 target controls covered
25%
ISO/IEC 29134:2023
2 source controls mapped|1 target controls covered
25%
ISO/IEC 27557:2022 - Organisational Privacy Risk Management
2 source controls mapped|5 target controls covered
25%
Florida Digital Bill of Rights (FDBR)
2 source controls mapped|3 target controls covered
25%
ITU-T X.805 - Security Architecture for End-to-End Communications
2 source controls mapped|2 target controls covered
25%
NIST Privacy Framework
2 source controls mapped|6 target controls covered
25%
ISO 13485
2 source controls mapped|4 target controls covered
25%
AWWA Cybersecurity Guidance for the Water Sector (American Water Works Association)
2 source controls mapped|2 target controls covered
25%
ISO/IEC 25012:2008 - Data Quality Model
2 source controls mapped|4 target controls covered
25%
ISO 27799
2 source controls mapped|4 target controls covered
25%
US Consumer Product Safety Commission (CPSC) - Connected Product Safety
2 source controls mapped|2 target controls covered
25%
ASD Strategies to Mitigate Cyber Security Incidents
2 source controls mapped|2 target controls covered
25%
Singapore Government Instruction Manual on ICT&SS Management (IM8)
2 source controls mapped|7 target controls covered
25%
ISO 26000:2010
2 source controls mapped|6 target controls covered
25%
APRA CPS 230 Operational Risk Management
2 source controls mapped|4 target controls covered
25%
ISO/IEC 27003:2017
2 source controls mapped|3 target controls covered
25%
IEC 62443
2 source controls mapped|4 target controls covered
25%
EASA Part-IS - Information Security in Aviation
2 source controls mapped|5 target controls covered
25%
IAIS Insurance Core Principles (ICPs)
2 source controls mapped|2 target controls covered
25%
APRA CPS 234
2 source controls mapped|4 target controls covered
25%
ISO 27005
2 source controls mapped|6 target controls covered
25%
FFIEC IT Examination Handbook
2 source controls mapped|6 target controls covered
25%
FFIEC Cybersecurity Assessment Tool (CAT)
2 source controls mapped|3 target controls covered
25%
FBI CJIS Security Policy
2 source controls mapped|2 target controls covered
25%
BS 65000:2014 - Guidance on Organizational Resilience
2 source controls mapped|3 target controls covered
25%
UAE Virtual Asset Regulatory Authority (VARA) Regulations
2 source controls mapped|3 target controls covered
25%
IEC 60601-1 - Medical Electrical Equipment Safety
2 source controls mapped|4 target controls covered
25%
NIST SP 800-53 Rev 5
2 source controls mapped|6 target controls covered
25%
NIST SP 800-171A Rev 3 - Assessing CUI Security Requirements
2 source controls mapped|3 target controls covered
25%
Annex 11 to EU GMP - Computerised Systems
2 source controls mapped|1 target controls covered
25%
ISO 27019
2 source controls mapped|4 target controls covered
25%
ISO 31000
2 source controls mapped|6 target controls covered
25%
ISO 28001:2007 Supply Chain Security Management
2 source controls mapped|1 target controls covered
25%
AS9100D - Aerospace Quality Management System
2 source controls mapped|1 target controls covered
25%
NIST Cybersecurity Framework 2.0
2 source controls mapped|8 target controls covered
25%
API 1164
2 source controls mapped|4 target controls covered
25%
ISO 15189:2022 - Medical Laboratories Requirements for Quality and Competence
2 source controls mapped|1 target controls covered
25%
AML/CTF Act 2006 (Australia)
2 source controls mapped|2 target controls covered
25%
Aged Care Quality Standards 2019 (repealed edition)
2 source controls mapped|1 target controls covered
25%
O-RAN WG11 Security Specification
2 source controls mapped|2 target controls covered
25%
ICH Q10 - Pharmaceutical Quality System
2 source controls mapped|1 target controls covered
25%
ICAO Annex 17 - Aviation Security (AVSEC)
2 source controls mapped|2 target controls covered
25%
Kuwait National Cybersecurity Framework
2 source controls mapped|1 target controls covered
25%
NIST SP 1800-32
2 source controls mapped|4 target controls covered
25%
ISO 22320:2018
2 source controls mapped|1 target controls covered
25%
OWASP DevSecOps Maturity Model (DSOMM)
1 source controls mapped|1 target controls covered
13%
FedRAMP High
1 source controls mapped|1 target controls covered
13%
NIST SP 800-53 Revision 5.1 HIGH
1 source controls mapped|1 target controls covered
13%
FedRAMP Moderate
1 source controls mapped|1 target controls covered
13%
NIST SP 800-53 Rev 5 MODERATE
1 source controls mapped|1 target controls covered
13%
NIST SP 800-53 Rev 5 LOW
1 source controls mapped|1 target controls covered
13%
USMCA Chapter 19 - Digital Trade (United States-Mexico-Canada Agreement)
1 source controls mapped|2 target controls covered
13%
US Children's Online Privacy Protection Act (COPPA) and COPPA 2.0 Proposed Updates
1 source controls mapped|1 target controls covered
13%
TEFCA - Trusted Exchange Framework and Common Agreement
1 source controls mapped|1 target controls covered
13%
Rhode Island Data Transparency and Privacy Protection Act (RIDTPPA)
1 source controls mapped|1 target controls covered
13%
Russia Federal Law on Personal Data (152-FZ)
1 source controls mapped|2 target controls covered
13%
Pakistan Personal Data Protection Bill 2023
1 source controls mapped|3 target controls covered
13%
OWASP Top 10 for LLM Applications 2025
1 source controls mapped|1 target controls covered
13%
Armenia Law on Protection of Personal Data (2015)
1 source controls mapped|3 target controls covered
13%
APPI
1 source controls mapped|3 target controls covered
13%
Austria Data Protection Act (Datenschutzgesetz, DSG, amended 2018)
1 source controls mapped|6 target controls covered
13%
Azure Security Benchmark
1 source controls mapped|1 target controls covered
13%
ISO/IEC 27400:2022
1 source controls mapped|4 target controls covered
13%
Australian Privacy Principles (APPs)
1 source controls mapped|3 target controls covered
13%
Azerbaijan Law on Personal Data (2010)
1 source controls mapped|4 target controls covered
13%
ISO/IEC 29100:2024
1 source controls mapped|3 target controls covered
13%
COSO Internal Control - Integrated Framework (2013)
1 source controls mapped|1 target controls covered
13%
Estonia Personal Data Protection Act (Isikuandmete kaitse seadus, 2019)
1 source controls mapped|1 target controls covered
13%
Albania Law on Protection of Personal Data (Law No. 9887, 2008, amended 2014)
1 source controls mapped|3 target controls covered
13%
MARS-E - Minimum Acceptable Risk Standards for Exchanges
1 source controls mapped|1 target controls covered
13%
FTC GLBA Safeguards Rule (16 CFR Part 314)
1 source controls mapped|2 target controls covered
13%
ISO/IEC 27011:2024
1 source controls mapped|3 target controls covered
13%
Nebraska Data Privacy Act
1 source controls mapped|2 target controls covered
13%
DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition)
1 source controls mapped|2 target controls covered
13%
CISA Cross-Sector Cybersecurity Performance Goals (CPG) 2.0
1 source controls mapped|1 target controls covered
13%
NIST SP 800-124 Revision 2 - Guidelines for Managing the Security of Mobile Devices
1 source controls mapped|1 target controls covered
13%
South Korea Cloud Security Assurance Program (CSAP)
1 source controls mapped|1 target controls covered
13%
PCAOB AS 2201 - Audit of Internal Control Over Financial Reporting (ICFR)
1 source controls mapped|2 target controls covered
13%
OWASP MASVS
1 source controls mapped|1 target controls covered
13%
OWASP ASVS
1 source controls mapped|1 target controls covered
13%
IEC 62351 - Power Systems Communication Security
1 source controls mapped|2 target controls covered
13%
ISO/IEC 27031:2011
1 source controls mapped|3 target controls covered
13%
ASIS SPC.1-2009 - Organizational Resilience Standard
1 source controls mapped|4 target controls covered
13%
ISO 20000-1
1 source controls mapped|1 target controls covered
13%
US EPA Safe Drinking Water Act (SDWA) - Cybersecurity Requirements
1 source controls mapped|1 target controls covered
13%
ISO/IEC 27007:2020
1 source controls mapped|1 target controls covered
13%
COBIT 2019
1 source controls mapped|1 target controls covered
13%
ITIL 4
1 source controls mapped|1 target controls covered
13%
SQF Code Edition 9 - Safe Quality Food
1 source controls mapped|2 target controls covered
13%
BSI IT-Grundschutz
1 source controls mapped|3 target controls covered
13%
ISO 22313:2020 - Guidance on Business Continuity Management Systems
1 source controls mapped|1 target controls covered
13%
NFPA 1600 - Standard on Continuity, Emergency, and Crisis Management
1 source controls mapped|1 target controls covered
13%
ISO/IEC 29147:2018
1 source controls mapped|1 target controls covered
13%
ISO 26262:2018 - Functional Safety for Road Vehicles
1 source controls mapped|1 target controls covered
13%
French Sapin II Law (Law No. 2016-1691)
1 source controls mapped|2 target controls covered
13%
ISO/SAE 21434
1 source controls mapped|1 target controls covered
13%
ISO 14064 - Greenhouse Gas Accounting and Verification (Parts 1-3)
1 source controls mapped|1 target controls covered
13%
ISO/IEC 27010:2015
1 source controls mapped|1 target controls covered
13%
ISO 27043
1 source controls mapped|1 target controls covered
13%
21 CFR Part 211 - Current Good Manufacturing Practice
1 source controls mapped|3 target controls covered
13%
FDA Quality Management System Regulation (QMSR)
1 source controls mapped|1 target controls covered
13%
Voluntary Principles on Security and Human Rights (VPs)
1 source controls mapped|1 target controls covered
13%
UN Guiding Principles on Business and Human Rights (UNGPs)
1 source controls mapped|1 target controls covered
13%
OECD Guidelines for Multinational Enterprises on Responsible Business Conduct (2023 Update)
1 source controls mapped|1 target controls covered
13%
BREEAM - Building Research Establishment Environmental Assessment Method
1 source controls mapped|2 target controls covered
13%
Digital Economy Partnership Agreement (DEPA)
1 source controls mapped|1 target controls covered
13%
Illinois Biometric Information Privacy Act (BIPA)
1 source controls mapped|2 target controls covered
13%
What is OECD AI Principles and who does it apply to?
OECD AI Principles is a compliance framework from International with 8 domains and 8 controls. OECD Principles on Artificial Intelligence It is used by organisations to establish and maintain compliance with industry standards and regulatory requirements.
What does OECD AI Principles actually require?
OECD AI Principles has 8 controls organised across 8 domains. The largest domains are Accountability and Documentation (1 controls), Audit, Impact Assessments, Metrics (1 controls), Data Governance and Bias (1 controls). Each control defines specific requirements that organisations must implement to achieve compliance.
If I already comply with another framework, how much of OECD AI Principles do I already cover?
OECD AI Principles maps to 145 other compliance frameworks. The top mapping partners are Canada Artificial Intelligence and Data Act (AIDA) (100% coverage), ASEAN Guide on AI Governance and Ethics (88% coverage), Colorado Artificial Intelligence Act (proposed SB 24-205) (75% coverage). Use our comparison tool to explore control-level mappings between frameworks.
How do I implement OECD AI Principles?
Start your OECD AI Principles compliance journey by running a self-assessment on our platform to identify your current compliance posture. Our AI advisory can answer specific questions about OECD AI Principles requirements, and cross-framework mapping helps you leverage existing controls from other frameworks you may already comply with. Create a free account to access all 8 controls and track your progress.
Start Your Compliance Journey
Create a free account to run self-assessments, get AI advisory, and track your compliance progress across 686 frameworks.
Get Started Free →Free forever — no credit card required