Cross-Framework Mapping

ISO/IEC 23894:2023vsUNESCO Recommendation on the Ethics of AI

See exactly how ISO/IEC 23894:2023 controls map to UNESCO Recommendation on the Ethics of AI. Pre-computed mappings, identified gaps, and coverage analysis.

20
Controls Mapped
36
Gaps Found
14%
Coverage

According to the TheArtOfService Compliance Knowledge Graph:

ISO/IEC 23894:2023 maps to UNESCO Recommendation on the Ethics of AI with 14% coverage across 8 directly mapped controls. Analysis of 56 ISO/IEC 23894:2023 controls identifies 48 compliance gaps — primarily concentrated in Annex Guidance.

Source: TheArtOfService Knowledge Graph | 56 controls analysed | 704 frameworks | 357K+ cross-framework mappings

Control Mappings

Showing 20 of 20 mapped controls across 3 domains. Sign up to explore all 357K+ mappings across 704 frameworks.

Framework (Clause 5)(9 mappings)

ISO23894-5.1Leadership and Commitment3 targets
UNESCO-AI-P10Multi-Stakeholder Adaptive Governance
UNESCO-AI-P7Transparency and Explainability
UNESCO-AI-PA8Education and Research
ISO23894-5.2AI Risk Management Integration3 targets
UNESCO-AI-P10Multi-Stakeholder Adaptive Governance
UNESCO-AI-P7Transparency and Explainability
UNESCO-AI-PA8Education and Research
ISO23894-5.5Framework Evaluation3 targets
UNESCO-AI-P10Multi-Stakeholder Adaptive Governance
UNESCO-AI-P7Transparency and Explainability
UNESCO-AI-PA8Education and Research

Process (Clause 6)(8 mappings)

ISO23894-6.3AI Risk Assessment2 targets
UNESCO-AI-P1Proportionality and Do No Harm
UNESCO-AI-PA1Ethical Impact Assessment
ISO23894-6.3.1AI Risk Identification4 targets
UNESCO-AI-P1Proportionality and Do No Harm
UNESCO-AI-P5Right to Privacy and Data Protection
UNESCO-AI-PA1Ethical Impact Assessment
UNESCO-AI-PA3Data Policy
ISO23894-6.3.3AI Risk Evaluation2 targets
UNESCO-AI-P1Proportionality and Do No Harm
UNESCO-AI-PA1Ethical Impact Assessment

AI-Specific Risk Sources (Annex A)(3 mappings)

ISO23894-A.1Data Quality and Representativeness2 targets
UNESCO-AI-P5Right to Privacy and Data Protection
UNESCO-AI-PA3Data Policy
ISO23894-A.5Privacy and Data Protection in AI
UNESCO-AI-P5Right to Privacy and Data Protection

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What are the key differences between ISO/IEC 23894:2023 and UNESCO Recommendation on the Ethics of AI?

ISO/IEC 23894:2023 has 56 controls across its framework, while UNESCO Recommendation on the Ethics of AI covers 44 controls. Direct mapping analysis identifies 8 overlapping controls (14% coverage). The frameworks diverge most significantly in Annex Guidance, where 8 ISO/IEC 23894:2023 controls have no direct UNESCO Recommendation on the Ethics of AI equivalent.

How many controls map between ISO/IEC 23894:2023 and UNESCO Recommendation on the Ethics of AI?

Of 56 total ISO/IEC 23894:2023 controls, 8 map directly to UNESCO Recommendation on the Ethics of AI controls — representing 14% coverage. The remaining 48 controls represent compliance gaps requiring additional documentation or compensating controls to satisfy both frameworks simultaneously.

What are the compliance gaps when mapping ISO/IEC 23894:2023 to UNESCO Recommendation on the Ethics of AI?

48 ISO/IEC 23894:2023 controls have no direct equivalent in UNESCO Recommendation on the Ethics of AI. The highest concentration of gaps is in Annex Guidance with 8 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/IEC 23894:2023 and UNESCO Recommendation on the Ethics of AI?

The domain with the highest gap count is Annex Guidance (8 gaps). Export the full domain-by-domain gap breakdown via the Professional tier to generate a prioritised remediation roadmap.

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