Governance & Compliance · Data artifact
Compliance Requirement Crosswalk
Data artifactGovernance & ComplianceSafety, Security & Governancearc:ComplianceRequirementCrosswalk
A mapping from each applicable framework, standard and regulation requirement to the shared controls, metrics and evidence that satisfy it, enabling one unified governance program.
Responsibility. Maps obligations from multiple frameworks and regulations onto shared controls and evidence.
Also known as: Framework integration map, Requirements mapping, Regulatory requirements register
Relationships
configures structural
sends data to dynamic
Design guidance
- SHOULD let a single set of performance metrics and one monitoring process serve multiple frameworks' requirements.
- MUST layer sector-specific regulatory requirements on top of general frameworks; ISO/IEC 42001 certification alone does not satisfy them.
- SHOULD integrate AI risk into existing enterprise risk and management systems rather than creating separate structures.
Classification
- Patterns
- Integrated multi-framework governanceLayering sector-specific regulation onto general frameworks
- Quality attributes
- Performance efficiency (ISO/IEC 25010)Functional suitability: correctness and validity (ISO/IEC 25010 | NIST AI RMF: valid)Transparency and accountability (NIST AI RMF: accountable and transparent)
- Risks mitigated
- Duplicative, siloed compliance processesUnaddressed sector-specific requirements
- Frameworks & regulations
- NIST AI RMFISO/IEC 42001ISO 31000ISO 27001ISO 27701EU AI ActGDPRHIPAAFDA guidance on AI/ML in medical devicesEEOC guidance on AI in hiringDigital Services Act
Sources
- Ch9.8: T. Nguyen, "Standards and Frameworks for AI Governance," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 9.8. ISBN: 9798244538229.
- Ref9.06: "Auditing and Compliance Monitoring for AI Systems," unpublished reference note (references/Chapter 9 - Safety, Ethics, and Compliance/06-Auditing-Compliance-Monitoring.md), Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam supplementary materials, 2026. unpublished note