How to Write an AI Brief: A Simple Template for Small Business Owners

One of the most common problems in AI projects isn’t the technology — it’s a lack of shared understanding about what the project is actually supposed to accomplish.

The fix is simple: write a brief before you start any serious AI work. It doesn’t need to be long. A good one takes 20 minutes and fits on a single page.

What Goes in an AI Brief

A useful AI brief answers five questions:

1. What problem are we solving?
Be specific. “We want to improve customer service” is too vague. “We want to reduce the time our team spends answering the same 10 questions every week” is a problem you can actually build toward.

2. What does success look like?
Name the metric or the outcome. Time saved per week. Leads followed up within one hour instead of one day. First draft of proposals done in 10 minutes instead of 45. If you can’t name a success condition, you’ll never know if the project worked.

3. Who is involved?
Which team members will use the tool? Who will own it? Who needs to approve the output before it goes to a client or customer? Knowing this upfront prevents handoff problems later.

4. What data or content does the AI need?
Most AI tools get dramatically better when you give them your context — your services, your tone, your customer types, your most common questions. Write down what you’d need to hand over to make the tool actually useful.

5. What’s the budget and timeline?
Even a rough range helps. “We want something running within 60 days, budget under $500/month” eliminates most of the wrong options immediately.

How to Use It

Share the brief at the start of any vendor demo, consultant call, or internal planning meeting. It immediately grounds the conversation in your real situation instead of a generic sales pitch.

It also protects you. When someone proposes a solution, you can hold it against the brief: does this actually solve the problem in item one? Will we be able to measure success in item two?

The One-Page Format

Keep it short. The brief is a conversation tool, not a legal document. Five sections, a few sentences each. If you’re spending more than 30 minutes on it, you’re overthinking it.

If you’d like a template or want help filling one out for your specific situation, reach out. It’s one of the most useful things you can do before investing in AI.