Cross-Framework Mapping

OECD AI PrinciplesvsEU AI Act

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

22
Controls Mapped
3
Gaps Found
36%
Coverage

According to the TheArtOfService Compliance Knowledge Graph:

OECD AI Principles maps to EU AI Act with 36% coverage across 9 directly mapped controls. Analysis of 25 OECD AI Principles controls identifies 16 compliance gaps — primarily concentrated in OECD AI Principles: AI Transparency & Explainability.

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

Control Mappings

Showing 20 of 22 mapped controls across 4 domains. Sign up to explore all 819K+ mappings across 693 frameworks.

OECD AI Principles: AI Risk Management(10 mappings)

OECD-AI-01AI risk identification and assessment
EUAI-01AI risk identification and assessment
OECD-AI-02AI system categorization by risk level3 targets
EUAI-01AI risk identification and assessment
EUAI-02AI system categorization by risk level
EUAI-05Ongoing AI risk monitoring
OECD-AI-03Bias detection and mitigation3 targets
EUAI-01AI risk identification and assessment
EUAI-02AI system categorization by risk level
EUAI-05Ongoing AI risk monitoring
OECD-AI-04AI model validation and testing3 targets
EUAI-01AI risk identification and assessment
EUAI-02AI system categorization by risk level
EUAI-05Ongoing AI risk monitoring

OECD AI Principles: AI Data Governance(10 mappings)

OECD-AI-12Data bias assessment and mitigation3 targets
EUAI-11Training data quality and governance
EUAI-12Data bias assessment and mitigation
EUAI-14Privacy protection in AI training data
OECD-AI-14Privacy protection in AI training data3 targets
EUAI-11Training data quality and governance
EUAI-12Data bias assessment and mitigation
EUAI-14Privacy protection in AI training data
OECD-AI-15Data retention for AI models4 targets
EUAI-11Training data quality and governance
EUAI-12Data bias assessment and mitigation
EUAI-14Privacy protection in AI training data
EUAI-15Data retention for AI models

+2 more mappings

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What are the key differences between OECD AI Principles and EU AI Act?

OECD AI Principles has 25 controls across its framework, while EU AI Act covers 25 controls. Direct mapping analysis identifies 9 overlapping controls (36% coverage). The frameworks diverge most significantly in OECD AI Principles: AI Transparency & Explainability, where 5 OECD AI Principles controls have no direct EU AI Act equivalent.

How many controls map between OECD AI Principles and EU AI Act?

Of 25 total OECD AI Principles controls, 9 map directly to EU AI Act controls — representing 36% coverage. The remaining 16 controls represent compliance gaps requiring additional documentation or compensating controls to satisfy both frameworks simultaneously.

What are the compliance gaps when mapping OECD AI Principles to EU AI Act?

16 OECD AI Principles controls have no direct equivalent in EU AI Act. The highest concentration of gaps is in OECD AI Principles: AI Transparency & Explainability with 5 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 OECD AI Principles and EU AI Act?

The domain with the highest gap count is OECD AI Principles: AI Transparency & Explainability (5 gaps). Export the full domain-by-domain gap breakdown via the Professional tier to generate a prioritised remediation roadmap.

This platform provides educational compliance tools, not legal, regulatory, or professional compliance advice. Cross-framework mappings are AI-assisted interpretations and do not reproduce or replace official standards. Framework names and trademarks belong to their respective owners. Consult qualified professionals for your specific compliance requirements. See our Terms of Service.