Best AI Governance Software for Small Teams

AI governance software helps organisations track which AI tools are approved, keep a live policy in one place, and record that staff have acknowledged the rules. For small teams, the right choice is a platform lightweight enough to deploy in a day rather than a six-month enterprise rollout.

What good AI governance software does

At minimum, you need: a policy builder (so you're not starting from scratch), a tool registry (approve Notion AI, flag Otter.io, block consumer ChatGPT), and an attestation trail (proof that Alice in Finance read the policy on 12 June). Everything else is nice to have.

The problem with generic policy tools

Most document-management and HR platforms can store a policy PDF, but they can't auto-generate one based on your company type and data sensitivity, and they have no concept of an 'AI tool risk profile'. You end up with a document that's approved but not actively managed.

What Greenlightly does differently

Greenlightly is built specifically for AI governance: the policy generator tailors output to your regulatory context (EU AI Act, HIPAA, SOC 2), the tool directory flags each app's training and data-retention behaviour, and team attestation is a click rather than a manual email chain. See the tool registry to check your current stack.

Making the choice

If you have fewer than 50 staff, a purpose-built tool like Greenlightly costs far less in setup time than a generic platform. If you're past 200 people, check whether your existing GRC platform has an AI module before buying separately. In either case, the goal is to go from zero policy to active governance in days, not quarters.