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Cross-Framework Mapping

ISO 42001vsOECD AI Principles

See exactly how ISO 42001 controls map to OECD AI Principles. Pre-computed mappings, identified gaps, and coverage analysis.

33
Controls Mapped
0
Gaps Found
56%
Coverage

According to the TheArtOfService Compliance Knowledge Graph:

ISO 42001 maps to OECD AI Principles with 56% coverage across 14 directly mapped controls. Analysis of 25 ISO 42001 controls identifies 11 compliance gaps — primarily concentrated in ISO 42001: AI Accountability & Oversight.

Source: TheArtOfService Knowledge Graph | 25 controls analysed | 693 frameworks | 819K+ cross-framework mappings

Control Mappings

Showing 20 of 33 mapped controls across 5 domains. Sign up to explore all 819K+ mappings across 693 frameworks.

ISO 42001: AI Risk Management(11 mappings)

ISO42001-01AI risk identification and assessment4 targets
→OECD-AI-01AI risk identification and assessment
→OECD-AI-02AI system categorization by risk level
→OECD-AI-03Bias detection and mitigation
→OECD-AI-04AI model validation and testing
ISO42001-02AI system categorization by risk level
→OECD-AI-02AI system categorization by risk level
ISO42001-03Bias detection and mitigation3 targets
→OECD-AI-02AI system categorization by risk level
→OECD-AI-03Bias detection and mitigation
→OECD-AI-04AI model validation and testing
ISO42001-05Ongoing AI risk monitoring3 targets
→OECD-AI-02AI system categorization by risk level
→OECD-AI-03Bias detection and mitigation
→OECD-AI-04AI model validation and testing

ISO 42001: AI Transparency & Explainability(9 mappings)

ISO42001-06AI system documentation requirements3 targets
→OECD-AI-02AI system categorization by risk level
→OECD-AI-03Bias detection and mitigation
→OECD-AI-04AI model validation and testing
ISO42001-07Algorithmic transparency measures3 targets
→OECD-AI-02AI system categorization by risk level
→OECD-AI-03Bias detection and mitigation
→OECD-AI-04AI model validation and testing
ISO42001-10Record-keeping for AI decisions3 targets
→OECD-AI-02AI system categorization by risk level
→OECD-AI-03Bias detection and mitigation
→OECD-AI-04AI model validation and testing

+13 more mappings

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Related Comparisons

Other ISO 42001 comparisons

ISO 42001 vs EU AI Act14 mappingsISO 42001 vs China AI Regulations14 mappingsISO 42001 vs IEEE 700014 mappingsISO 42001 vs Australia AI Ethics Framework14 mappingsISO 42001 vs Brazil AI Framework14 mappingsISO 42001 vs UK AI Regulation Framework14 mappingsISO 42001 vs Japan AI Guidelines14 mappingsISO 42001 vs Singapore AI Governance Framework14 mappings

Other OECD AI Principles comparisons

CSA CCM v4 vs OECD AI Principles9 mappingsIEEE 7000 vs OECD AI Principles9 mappingsChina AI Regulations vs OECD AI Principles9 mappingsEU AI Act vs OECD AI Principles9 mappingsAustralia AI Ethics Framework vs OECD AI Principles9 mappingsBrazil AI Framework vs OECD AI Principles9 mappingsJapan AI Guidelines vs OECD AI Principles9 mappingsSingapore AI Governance Framework vs OECD AI Principles9 mappings

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What are the key differences between ISO 42001 and OECD AI Principles?

ISO 42001 has 25 controls across its framework, while OECD AI Principles covers 25 controls. Direct mapping analysis identifies 14 overlapping controls (56% coverage). The frameworks diverge most significantly in ISO 42001: AI Accountability & Oversight, where 4 ISO 42001 controls have no direct OECD AI Principles equivalent.

How many controls map between ISO 42001 and OECD AI Principles?

Of 25 total ISO 42001 controls, 14 map directly to OECD AI Principles controls — representing 56% coverage. The remaining 11 controls represent compliance gaps requiring additional documentation or compensating controls to satisfy both frameworks simultaneously.

What are the compliance gaps when mapping ISO 42001 to OECD AI Principles?

11 ISO 42001 controls have no direct equivalent in OECD AI Principles. The highest concentration of gaps is in ISO 42001: AI Accountability & Oversight with 4 unmapped controls. These gaps represent areas where additional controls, policies, or documentation must be created to achieve compliance with both frameworks.

Which control domains have the most gaps between ISO 42001 and OECD AI Principles?

The domain with the highest gap count is ISO 42001: AI Accountability & Oversight (4 gaps). Export the full domain-by-domain gap breakdown via the Professional tier to generate a prioritised remediation roadmap.

Related Resources

How to Map Controls Across Frameworks|Multi-Framework Compliance Guide|Compliance Glossary

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