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Cross-Framework Mapping

SASB StandardsvsOECD AI Principles

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

17
Controls Mapped
26
Gaps Found
26%
Coverage

According to the TheArtOfService Compliance Knowledge Graph:

SASB Standards maps to OECD AI Principles with 26% coverage across 11 directly mapped controls. Analysis of 43 SASB Standards controls identifies 32 compliance gaps — primarily concentrated in Social Capital.

Source: TheArtOfService Knowledge Graph | 43 controls analysed | 727 frameworks | 469K+ cross-framework mappings

Control Mappings

Showing 17 of 17 mapped controls across 3 domains. Sign up to explore all 469K+ mappings across 727 frameworks.

Business Model and Innovation(3 mappings)

SASB-BMI-1Product Design and Lifecycle Management
→OECD-AI-1.1Inclusive Growth, Sustainable Development, and Well-Being
SASB-BMI-2Business Model Resilience
→OECD-AI-21AI system robustness and resilience
SASB-BMI-3Supply Chain Management
→OECD-AI-1.1Inclusive Growth, Sustainable Development, and Well-Being

Leadership and Governance(10 mappings)

SASB-LG-1Business Ethics
→OECD-AI-19Regulatory compliance for AI
SASB-LG-2Systemic Risk Management3 targets
→OECD-AI-02AI system categorization by risk level
→OECD-AI-03Bias detection and mitigation
→OECD-AI-04AI model validation and testing
SASB-LG-3Critical Incident Risk Management3 targets
→OECD-AI-02AI system categorization by risk level
→OECD-AI-03Bias detection and mitigation
→OECD-AI-04AI model validation and testing
SASB-LG-5Systemic Risk Management3 targets
→OECD-AI-02AI system categorization by risk level
→OECD-AI-03Bias detection and mitigation
→OECD-AI-04AI model validation and testing

Social Capital(4 mappings)

SASB-SC-1Customer Privacy and Data Security
→OECD-AI-14Privacy protection in AI training data
SASB-SOC-1Human Rights and Community Relations
→OECD-AI-1.2Human-Centred Values and Fairness
SASB-SOC-2Customer Privacy
→OECD-AI-14Privacy protection in AI training data
SASB-SOC-7Selling Practices and Product Labeling
→OECD-AI-02AI system categorization by risk level

Related Comparisons

Other SASB Standards comparisons

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Other OECD AI Principles comparisons

ASEAN Guide on AI Governance and Ethics vs OECD AI Principles13 mappingsCanada Artificial Intelligence and Data Act (AIDA) vs OECD AI Principles11 mappingsEU AI Act vs OECD AI Principles10 mappingsNIST AI Risk Management Framework (AI RMF 1.0) vs OECD AI Principles10 mappingsNIST AI 600-1: Generative AI Profile vs OECD AI Principles10 mappingsJapan AI Guidelines vs OECD AI Principles10 mappingsIEEE 7000 vs OECD AI Principles10 mappingsSingapore AI Governance Framework vs OECD AI Principles10 mappings

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What are the key differences between SASB Standards and OECD AI Principles?

SASB Standards has 43 controls across its framework, while OECD AI Principles covers 46 controls. Direct mapping analysis identifies 11 overlapping controls (26% coverage). The frameworks diverge most significantly in Social Capital, where 7 SASB Standards controls have no direct OECD AI Principles equivalent.

How many controls map between SASB Standards and OECD AI Principles?

Of 43 total SASB Standards controls, 11 map directly to OECD AI Principles controls — representing 26% coverage. The remaining 32 controls represent compliance gaps requiring additional documentation or compensating controls to satisfy both frameworks simultaneously.

What are the compliance gaps when mapping SASB Standards to OECD AI Principles?

32 SASB Standards controls have no direct equivalent in OECD AI Principles. The highest concentration of gaps is in Social Capital 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 SASB Standards and OECD AI Principles?

The domain with the highest gap count is Social Capital (7 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

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.