Guide
AI Governance Frameworks: Practical Guide for 2026
Organizations building trustworthy AI programs often rely on a blend of NIST AI RMF, EU AI Act requirements, and ISO 42001 controls. This guide helps you decide where each framework fits in your governance model.
Framework Roles
- NIST AI RMF: risk management lifecycle for trustworthy AI practices.
- EU AI Act: regulatory obligations based on AI risk categories and deployment context.
- ISO 42001: management system structure for operationalizing AI governance.
Implementation Sequence
- Define policy, accountability, and governance scope.
- Map systems by risk and regulatory exposure.
- Apply control objectives and evidence requirements.
- Run periodic assessments and remediation workflows.
Build Certification Readiness
If you are preparing for AIGP, combine framework study with timed exam practice and targeted concept review.
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