Governance & Compliance · Human role
AI Auditor
Human roleGovernance & ComplianceSafety, Security & GovernanceVariation point (abstract)arc:AIAuditor
An abstract independent reviewer role that examines AI governance, technical, operational, safety and regulatory evidence to determine conformance and reports graded findings.
Responsibility. Determines whether AI systems and their management system conform to requirements.
Also known as: Compliance auditor, Regulatory auditor
Variants
| Variant | When to choose |
|---|---|
| External Auditor | Choose when external validation is needed for customers, regulators or certification (e.g., ISO/IEC 42001), typically annually with a formal report. |
| Internal Auditor | Choose for continuous assurance: monthly or quarterly comprehensive audits with immediate finding reporting and verification that controls operate as designed. |
Relationships
is configured by structural
invokes dependency
sends data to dynamic
audits assurance
Design guidance
- SHOULD be independent of the teams being audited.
- SHOULD follow up previous findings and verify remediation effectiveness.
Quantitative guidance
As stated by the sources; verify before use.
- Audit preparation 1-2 weeks before; on-site audit over 3 days (review, testing, follow-up) (Ref9.06).
Classification
- Patterns
- Preparation, on-site review and testing, reporting audit procedureFairness and bias auditSecurity audit
- Quality attributes
- Functional suitability: correctness and validity (ISO/IEC 25010 | NIST AI RMF: valid)Transparency and accountability (NIST AI RMF: accountable and transparent)
- Frameworks & regulations
- ISO/IEC 42001 §9 Performance evaluation (internal audit)
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.
- Ch10.5: T. Nguyen, "Human-over-the-Loop," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.5. 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- Ref9.06: "Auditing and Compliance Monitoring for AI Systems," unpublished reference note (references/Chapter 9 - Safety, Ethics, and Compliance/06-Auditing-Compliance-Monitoring.md), Mastering Agentic AI Systems: Guide for the NVIDIA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 unpublished note