Headless Digital 3 min readaibusiness

"AI governance" sounds like something only a bank with a compliance department needs. It isn't. If anyone in your business is using ChatGPT, Copilot, or any of the others, even just to draft emails, you already have an AI policy. You just haven't written it down, which means it's whatever each person decided for themselves. Governance is simply the act of making a few sensible decisions on purpose instead of by accident.

Here's what it actually covers for a normal small business, with the jargon removed.

What your staff can and can't put into AI tools

This is the big one. When someone pastes text into a public AI tool, that text leaves your business. So the first rule is about what's allowed to go in. Customer lists, contracts, anything with personal data, your unreleased pricing, none of that should be dropped into a free consumer AI tool without thought, because you've effectively handed it to a third party. A one-page rule that says "these things are fine to use AI for, these things are not" solves most of the risk on its own.

Checking the output, not just trusting it

AI is confident even when it's wrong. It will invent a statistic, misquote a rule, or make up a reference, and do it in a tone that sounds authoritative. Governance means deciding where a human has to check before anything goes out. A draft blog post, low stakes, check lightly. A quote to a client, a legal-sounding statement, a number that goes in front of a customer, those need a real person to verify. The rule isn't "don't use AI," it's "know which work has to be checked."

Data protection and the law

If you handle personal data, GDPR still applies when AI is involved. Feeding customer information into a tool you haven't checked can put you offside without you realising. You don't need a legal team for this, you need to know which tools you're using, what they do with what you give them, and whether that's compatible with the promises you've made your own customers. Most of this is a short afternoon of working it out once, then sticking to it.

Which tools you actually allow

Left alone, different people in a business end up using five different AI tools, each with different terms, some paid, some free, some storing your data and some not. Part of governance is just picking the ones you trust and saying "use these." It's the same instinct as not letting everyone install random software on the work laptop. Fewer, chosen tools, with someone having actually read what they do with your data.

Why bother if you're small

Because the downside is real and the fix is cheap. The businesses that get burned aren't the ones with a thoughtful one-page policy, they're the ones where nobody thought about it at all, and a member of staff pasted something sensitive into a tool that kept it. You don't need a committee or a forty-page document. You need a short, honest set of rules that your team can actually follow, written for how your business really works.

That's the kind of thing I help small businesses set up: a plain, practical AI policy that fits what you actually do, without the corporate theatre. If that's on your mind, take a look at how I work or book a free half-hour surgery and we'll talk through where you're exposed and what a sensible set of rules looks like for you.