Cross-Framework Mapping

CSA CCM v4vsOECD AI Principles

See exactly how CSA CCM v4 controls map to OECD AI Principles. Pre-computed mappings, identified gaps, and coverage analysis.

22
Controls Mapped
149
Gaps Found
8%
Coverage

According to the TheArtOfService Compliance Knowledge Graph:

CSA CCM v4 maps to OECD AI Principles with 8% coverage across 14 directly mapped controls. Analysis of 171 CSA CCM v4 controls identifies 157 compliance gaps — primarily concentrated in CEK - Cryptography, Encryption & Key Management.

Source: TheArtOfService Knowledge Graph | 171 controls analysed | 693 frameworks | 819K+ cross-framework mappings

Control Mappings

Showing 20 of 22 mapped controls across 6 domains. Sign up to explore all 819K+ mappings across 693 frameworks.

AIS - Audit & Assurance(1 mappings)

CSA-AIS-04Requirements compliance
OECD-AI-19Regulatory compliance for AI

BCR - Business Continuity Management & Operational Resilience(4 mappings)

CSA-BCR-02Risk assessment and impact analysis2 targets
OECD-AI-01AI risk identification and assessment
OECD-AI-21AI system robustness and resilience
CSA-BCR-04Business continuity planning
OECD-AI-21AI system robustness and resilience
CSA-BCR-05Documentation
OECD-AI-21AI system robustness and resilience

CEK - Cryptography, Encryption & Key Management(3 mappings)

CSA-CEK-06Encryption risk management3 targets
OECD-AI-02AI system categorization by risk level
OECD-AI-03Bias detection and mitigation
OECD-AI-04AI model validation and testing

DSP - Data Security & Privacy Lifecycle Management(8 mappings)

CSA-DSP-01Security and privacy policy and procedures
OECD-AI-14Privacy protection in AI training data
CSA-DSP-04Data classification
OECD-AI-02AI system categorization by risk level
CSA-DSP-08Data privacy by design and default
OECD-AI-14Privacy protection in AI training data
CSA-DSP-09Data protection impact assessment2 targets
OECD-AI-01AI risk identification and assessment
OECD-AI-15Data retention for AI models
CSA-DSP-11Personal data access, reversal, rectification and deletion
OECD-AI-14Privacy protection in AI training data
CSA-DSP-16Data retention and deletion
OECD-AI-15Data retention for AI models
CSA-DSP-17Sensitive data protection
OECD-AI-15Data retention for AI models

GRC - Governance, Risk and Compliance(3 mappings)

CSA-GRC-02Risk management program3 targets
OECD-AI-02AI system categorization by risk level
OECD-AI-03Bias detection and mitigation
OECD-AI-04AI model validation and testing

STA - Supply Chain Management, Transparency & Accountability(1 mappings)

CSA-STA-10Supply chain data governance
OECD-AI-12Data bias assessment and mitigation

+2 more mappings

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What are the key differences between CSA CCM v4 and OECD AI Principles?

CSA CCM v4 has 171 controls across its framework, while OECD AI Principles covers 25 controls. Direct mapping analysis identifies 14 overlapping controls (8% coverage). The frameworks diverge most significantly in CEK - Cryptography, Encryption & Key Management, where 20 CSA CCM v4 controls have no direct OECD AI Principles equivalent.

How many controls map between CSA CCM v4 and OECD AI Principles?

Of 171 total CSA CCM v4 controls, 14 map directly to OECD AI Principles controls — representing 8% coverage. The remaining 157 controls represent compliance gaps requiring additional documentation or compensating controls to satisfy both frameworks simultaneously.

What are the compliance gaps when mapping CSA CCM v4 to OECD AI Principles?

157 CSA CCM v4 controls have no direct equivalent in OECD AI Principles. The highest concentration of gaps is in CEK - Cryptography, Encryption & Key Management with 20 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 CSA CCM v4 and OECD AI Principles?

The domain with the highest gap count is CEK - Cryptography, Encryption & Key Management (20 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.