AI governance tools

Software that helps you govern, monitor and audit how AI is used across your organisation, compared on cost, time-to-value and certifications such as ISO 42001.

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111 solutions found

Quadrant view

Typical annual cost × Time-to-value

The lines cross at the median of the solutions shown, so about half sit on each side of each line. A dashed ring marks an outlier pinned to the edge; hover for its value.

The shaded zone shows the neighbourhood your current filters describe as ideal. Each dot is a matching solution — click through for the full profile.

Questions to ask before you buy

Which AI tools and models can it discover and monitor on its own?
Does it map controls to the frameworks we report against, such as the EU AI Act or ISO 42001?
Can its reports go straight to an auditor?

Each tool page shows what the vendor’s own pages say about training on your data, model providers and AI pricing, and “Not recorded” where they say nothing. How we record AI