AI governance for teams without a compliance department

“Governance” sounds like something only banks and big corporations do. It isn’t. If AI touches your data or talks to your customers, you need a few basic controls — and you can put them in place without a compliance department.

The short list

• Know what it can reach. Write down every system the AI can read from or act on. If you can’t list them, you can’t secure them.
• Least privilege. Give the AI the minimum data and permissions for its task, nothing more. An agent that can only read one folder can only leak one folder.
• A human in the loop where it’s costly. Automate the cheap-to-be-wrong decisions; keep a person on the expensive ones (payments, deletions, anything customer-facing and irreversible).
• Log everything. Every prompt, every action, kept and searchable. When something goes wrong — and eventually it will — you need to see what happened.
• A kill switch. One documented way to turn the system off fast.

That’s most of it

None of this requires a framework or a certification. It requires deciding, on purpose, what the system is allowed to do — and being able to prove it later. For a smaller business that is governance, and it’s enough to deploy AI without lying awake about it.

Do these five things and you’re ahead of most companies ten times your size.