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.
Map your AI systems against these frameworks
Each tool takes 5–10 minutes and exports reviewer-ready Markdown.
- EU AI Act
EU AI Act Risk Classifier
Walk through Articles 5, 6, and Annex III to classify your AI system across the five risk tiers, with the full obligation stack that follows.
Use the tool - NIST AI RMF 1.0
NIST AI RMF Self-Assessment
Score your program across the four NIST AI RMF functions: Govern, Map, Measure, Manage. Maturity heatmap + prioritized actions.
Use the tool - Procurement
AI Vendor Questionnaire
Tailored due-diligence questionnaire for AI vendors: data handling, evaluation, security, incident response. Framework-tagged.
Use the tool
Build Certification Readiness
If you are preparing for AIGP, combine framework study with timed exam practice and targeted concept review.
AIGP Study Plan
A weekly study structure for balancing frameworks, mock exams, and targeted review.
OpenAIGP Exam Domains Explained
Break down the key knowledge areas and prioritize your study time with more confidence.
OpenNIST AI RMF Explained
Translate the NIST AI Risk Management Framework into practical governance workflows.
OpenEU AI Act Compliance Guide
Understand how risk tiers, obligations, and governance evidence affect your compliance posture.
OpenPublic Concept Library
Browse full public concept cards for AI governance frameworks, terminology, and compliance topics.
OpenPricing
Compare free and premium plans for AI governance learning and AIGP prep.
OpenAIGP Exam Prep
See how Startege supports practice exams, revision, and certification readiness.
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