Govern your AI and automate GRC for EU AI Act and ISO 42001 compliance
Best AI governance tools for EU AI Act compliance
45 tools · last reviewed 2026-07
The EU AI Act attaches obligations to how an AI system is used, which means compliance work starts with classification and ends with documentation that survives an audit. The tools below all publish explicit EU AI Act mappings, but they solve different parts of the problem: some are strongest at use-case intake and risk tiering, others at generating and maintaining the technical documentation high-risk systems require.
How to choose
Look for genuine article-level mapping rather than a marketing checkbox, the ability to classify systems by risk tier, and evidence collection that stays current as systems change.
The shortlist
Compliance automation platform that extended into ISO 42001 and EU AI Act governance
European compliance automation platform with an ISO 42001 and EU AI Act AI management system
AI-driven GRC platform pairing compliance automation with human experts for ISO 42001 and EU AI Act
Multi-framework GRC and compliance operations platform with NIST AI RMF and ISO 42001 templates
AI-powered, modular GRC platform that operationalizes AI governance alongside security compliance
Enterprise MLOps and governance platform for building and running AI in regulated industries
Autonomous compliance platform bringing ISO 42001 and EU AI Act governance onto its security GRC engine
AI performance, evaluation, and governance platform for ML, generative, and agentic systems
Enterprise AI observability, security, and governance control plane for models and agents
European responsible-AI platform unifying MLOps, model registry, and enterprise AI governance
Security compliance automation vendor with ISO 42001 and real-time AI agent governance
Customizable runtime guardrails, evaluation, and red-teaming for enterprise generative and agentic AI
European AI Management System built on ISO/IEC 42001 for AI Act compliance
Enterprise AI platform unifying model and agent development, deployment, and governance across any environment
AI-native security platform guarding GenAI apps against prompt attacks and data loss
End-to-end AI security and governance platform to discover, monitor, red-team and prove enterprise AI
Lifecycle governance, risk and compliance for models and agentic AI, built on IBM's GRC heritage
Affirmative insurance and third-party assurance built for AI risk
Enabling enterprise AI by quantifying its quality and risk
Enterprise AI governance and enablement across global regulatory frameworks
Runtime security for enterprise GenAI usage, applications, and AI agents
Govern all your AI in one connected graph
AI governance layered on Collibra's data catalog and lineage for trusted, compliant AI
End-to-end AI governance with registry, risk assessment and automated compliance
AI-powered GRC platform, rebranded from AuditBoard, with AI governance via the FairNow acquisition
A single command center to discover, observe, govern, secure and measure enterprise AI
Full-lifecycle inference-layer security and guardrails for enterprise AI
No-code GRC platform with AI governance agents that triage and assess AI use cases
Data security and compliance controls for Copilot and generative AI across the Microsoft estate
AI inventory, assessment and monitoring built on OneTrust's privacy and trust platform
Enterprise AI governance to operationalize oversight, risk and compliance
Board governance and GRC platform embedding AI risk and compliance into enterprise oversight
Open-source and enterprise platform for testing and red-teaming LLM agents
AI governance platform to discover, assess and manage AI risk at scale
Software that tests and documents AI systems for legal and regulatory risk under privilege
Enterprise AI governance and model lifecycle automation as a system of record
Automated AI governance and EU AI Act compliance workflow management
Model governance and ML assurance for highly regulated industries
AI governance embedded in an integrated risk management platform
AI governance, risk and compliance with rapid audits, now operating as Asenion
AI governance platform for regulated enterprises to manage risk and compliance
Ethical AI governance and use-case risk assessment, now part of Asenion
AI governance, risk and compliance platform for tracking AI use cases, models and vendors
All-in-one enterprise AI governance for ethical, transparent and compliant AI
Ordering reflects how thoroughly each tool is publicly documented, not a quality score. Nobody pays to appear on this list. See our methodology.
AI Governance Tool Selection Kit
A vendor-comparison worksheet plus EU AI Act, NIST AI RMF and ISO/IEC 42001 requirement checklists — so you can shortlist tools against the obligations that actually apply to you.
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