Cross-Framework Mapping

NIST AI Risk Management Framework (AI RMF 1.0)vsUNESCO Recommendation on the Ethics of AI

See exactly how NIST AI Risk Management Framework (AI RMF 1.0) controls map to UNESCO Recommendation on the Ethics of AI. Pre-computed mappings, identified gaps, and coverage analysis.

26
Controls Mapped
5
Gaps Found
29%
Coverage

According to the TheArtOfService Compliance Knowledge Graph:

NIST AI Risk Management Framework (AI RMF 1.0) maps to UNESCO Recommendation on the Ethics of AI with 29% coverage across 9 directly mapped controls. Analysis of 31 NIST AI Risk Management Framework (AI RMF 1.0) controls identifies 22 compliance gaps — primarily concentrated in Govern.

Source: TheArtOfService Knowledge Graph | 31 controls analysed | 693 frameworks | 819K+ cross-framework mappings

Control Mappings

Showing 20 of 26 mapped controls across 4 domains. Sign up to explore all 819K+ mappings across 693 frameworks.

Govern(6 mappings)

AIRMF-GOV-01AI Risk Management Policies3 targets
UNESCO-AI-P10Multi-Stakeholder Adaptive Governance
UNESCO-AI-P7Transparency and Explainability
UNESCO-AI-PA8Education and Research
AIRMF-GOV-02AI Risk Culture3 targets
UNESCO-AI-P10Multi-Stakeholder Adaptive Governance
UNESCO-AI-P7Transparency and Explainability
UNESCO-AI-PA8Education and Research

Map(13 mappings)

AIRMF-MAP-02AI Risk Identification5 targets
UNESCO-AI-P1Proportionality and Do No Harm
UNESCO-AI-P4Sustainability
UNESCO-AI-PA1Ethical Impact Assessment
UNESCO-AI-PA5Environment and Ecosystems
UNESCO-AI-V4Environment and Ecosystem Flourishing
AIRMF-MAP-03AI Impact Assessment2 targets
UNESCO-AI-P1Proportionality and Do No Harm
UNESCO-AI-PA1Ethical Impact Assessment
NIST-AI600-MAP-1GAI Risk Identification4 targets
UNESCO-AI-P4Sustainability
UNESCO-AI-PA5Environment and Ecosystems
UNESCO-AI-PA9Communication and Information
UNESCO-AI-V4Environment and Ecosystem Flourishing
NIST-AI600-MAP-2Stakeholder Impact Assessment2 targets
UNESCO-AI-P1Proportionality and Do No Harm
UNESCO-AI-PA1Ethical Impact Assessment

Measure(1 mappings)

AIRMF-MEA-03AI Transparency and Explainability
UNESCO-AI-P10Multi-Stakeholder Adaptive Governance

+6 more mappings

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Related Comparisons

Other NIST AI Risk Management Framework (AI RMF 1.0) comparisons

Other UNESCO Recommendation on the Ethics of AI comparisons

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What are the key differences between NIST AI Risk Management Framework (AI RMF 1.0) and UNESCO Recommendation on the Ethics of AI?

NIST AI Risk Management Framework (AI RMF 1.0) has 31 controls across its framework, while UNESCO Recommendation on the Ethics of AI covers 25 controls. Direct mapping analysis identifies 9 overlapping controls (29% coverage). The frameworks diverge most significantly in Govern, where 7 NIST AI Risk Management Framework (AI RMF 1.0) controls have no direct UNESCO Recommendation on the Ethics of AI equivalent.

How many controls map between NIST AI Risk Management Framework (AI RMF 1.0) and UNESCO Recommendation on the Ethics of AI?

Of 31 total NIST AI Risk Management Framework (AI RMF 1.0) controls, 9 map directly to UNESCO Recommendation on the Ethics of AI controls — representing 29% coverage. The remaining 22 controls represent compliance gaps requiring additional documentation or compensating controls to satisfy both frameworks simultaneously.

What are the compliance gaps when mapping NIST AI Risk Management Framework (AI RMF 1.0) to UNESCO Recommendation on the Ethics of AI?

22 NIST AI Risk Management Framework (AI RMF 1.0) controls have no direct equivalent in UNESCO Recommendation on the Ethics of AI. The highest concentration of gaps is in Govern with 7 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 NIST AI Risk Management Framework (AI RMF 1.0) and UNESCO Recommendation on the Ethics of AI?

The domain with the highest gap count is Govern (7 gaps). Export the full domain-by-domain gap breakdown via the Professional tier to generate a prioritised remediation roadmap.

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