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AI governance

ISO 42001, explained for teams shipping AI

October 12, 2026 · 6 min read

ISO 42001 is the first international management-system standard written specifically for artificial intelligence. If you have seen ISO 27001 for information security, the shape is familiar: it defines how an organization governs, operates, and continually improves its AI, rather than prescribing a single technical configuration.

The core idea is an AI management system. You define policies for how AI is built and used, you keep an inventory of the AI systems in play, you assess their risks, and you assign owners who are accountable for them. The standard then expects evidence that this is a living process, not a document that was written once and filed away.

In practice the fastest path is to reuse what you already have. Most teams pursuing ISO 42001 already run a security program, so the governance scaffolding, access controls, and change management largely carry over. What is new is the AI-specific layer: a register of AI systems, a risk classification for each, and policies that cover model behaviour, data, and human oversight.

That is exactly where an AI System Register earns its keep. Each entry records the system, its provider, its purpose, its owner, and a risk tier. Pair that with policy templates and connectors for your model providers, and the standard stops being a research project and becomes a checklist you can actually close.

See how Varman automates this for your team.

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