AI Governance for Small Businesses: What You Actually Need

Search for 'AI governance' and you'll find enterprise frameworks with steering committees, model inventories, and risk taxonomies. If you run a 15-person company, none of that applies — but the underlying problem does. Your team uses AI on customer data and client deliverables, and you're accountable for what happens. Here's the minimum viable version.

Three documents cover a small business

• An AI acceptable use policy — the rules: which tools, which data, who reviews output. This is the document clients, insurers, and security questionnaires ask for.
• A vendor assessment checklist — ten minutes of due diligence before approving a new AI tool: does the vendor train on your data, is there a DPA, who owns outputs, what happens at termination.
• An employee acknowledgment form — signed proof that each person received and accepted the policy. This is what makes the policy enforceable, and what demonstrates diligence after an incident.

Why bother at this size?

Three forces are pushing AI governance down-market. First, your customers: enterprise security questionnaires now routinely include AI governance sections, and 'no policy' can stall a deal. Second, insurers: cyber and E&O applications increasingly ask about AI controls. Third, regulators: the EU AI Act applies to companies of every size that touch the EU market, and several US states regulate AI-generated communications and automated decisions with no small-business exemption.

What you can skip

At small-business scale you don't need an AI committee, a model risk framework, or continuous monitoring tooling. You need clear rules, a named person who approves new tools, and an annual calendar reminder to review the policy. Governance that fits on three documents gets followed; governance that requires a program gets postponed indefinitely.

Our Complete AI Governance Pack generates all three documents — policy, vendor checklist, and acknowledgment form — customized to your business, for a one-time payment.