Implement AI in a business with a small pilot

By Jeremy Kenerson, Founder at BreadHead.

Facts checked October 7, 2026

Implement AI in your business by testing a small task before you put it into wider use. Use input you trust and check the returned work against it. Choose who will check the trial and decide whether to continue, revise or stop.

How do you implement AI in business?

Start with a pilot that has a clear end point and a check you can carry out. Before the trial, write down what the work must get right. Save what comes back and use it to decide what to do next.

Choose a task you can judge from records you already trust. If you haven't picked one, use the one-page task inventory to narrow your choice.

Plan the pilot in this order:

1. State what you'll test. Name the piece of work and leave other jobs outside the trial.
2. Save the input you'll use. Keep its version with the pilot notes so the reviewer can compare it with the output.
3. Describe the expected work. Name the format and the details that must be present.
4. Write a question the reviewer can answer from the work itself. Ask what must match the source and what must be left out.
5. Run the trial and save what comes back. Don't fill in the result before you've read it.
6. Record the decision and its reason. For a revision, name the change to test next; for wider use, name the work you're approving.

Use a pilot acceptance sheet like this:

Leave the answer blank until the reviewer compares the draft with the notes. Mark the exact step that needs a change instead of writing “make it better.” Save the revised version beside that note.

Before connecting accounts for the trial, list what the work needs to read or change. Use the access and data inventory to prepare those questions.

If you approve wider use, decide who will supply and check each new task. Use the daily task handoff to prepare that routine.

How do you pick an AI consultant for a small business?

Ask a consultant to work through your pilot brief with you before you agree to broader work. Ask what they'll return, how you'll check it and who decides whether the trial continues.

Bring the sample input and your acceptance question to the discussion. Ask them to point out anything they can't assess from those materials. Write down each gap and who will resolve it before the pilot begins.

Use this check:

• Can they describe the task back to me without adding more work?
• What sample input do they need, and why?
• What will they return for me to inspect?
• Will they work through my acceptance question with the reviewer?
• How should I report work that doesn't meet the brief?
• What needs a new decision if the scope changes?
• Who will record whether we continue, revise or stop?

Before the trial, ask the person checking the work to show what they'd accept, reject or ask about.

Keep the reply with your acceptance sheet. Add any agreed change to the brief, then ask the reviewer to confirm that the acceptance question still fits. Don't carry an approval for the original task over to a new task without checking it again.

Use the pilot requirements to guide your tool choice. See the best AI workflow automation tools when you're ready to compare platforms.

With BreadHead, you review and approve the work before it goes public or into use.

What changed

• October 7, 2026: First version. Facts checked.