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How to Write an AI Policy for Your Small Business

A simple guide to writing an AI policy for your small business, covering data, approval, disclosure, and review, with a starter outline.

By Ben Behmer· Updated June 17, 2026· 4 min read· For Small business owners

A short, clear policy prevents most AI mistakes. It does not need to be long. Our governance checklist pairs well with this.

What to include

  • Approved tools and accounts.
  • Data that must never be entered.
  • Tasks that require human approval.
  • When to disclose AI use to customers.
  • Who reviews quality and how often.

A starter outline

  1. Purpose and scope.
  2. Approved tools.
  3. Data rules.
  4. Approval and review steps.
  5. Disclosure rules.
  6. Who owns the policy.

As adoption grows, per McKinsey, governance matters more; the IMF stresses responsible use. These figures are third-party research for context, not a prediction of what any single business will see.

Does a small business need an AI policy? +

Yes. Even a one-page policy prevents data mistakes and keeps quality and disclosure consistent.

What should an AI policy include? +

Approved tools, data rules, approval steps, disclosure rules, and who reviews quality.

How long should an AI policy be? +

Keep it to about one page so the team reads and follows it.

Pair the policy with team training for skeptical staff.