Test AI on the report you already use.

Pick a frequent job with a clear finish line.

A maintenance visit. A standard service handoff. Something your crew repeats, so you can see whether it works past one cherry-picked example.

Decide who gets the report and what they do with it. A draft for a reviewer, a customer update and notes for an estimator are different outputs. Start with one.

Bring the real form, awkward parts included.

A blank copy of your report and a few examples your team considers good. Include fixed answer choices, required fields, conditional questions and equipment IDs.

Don't simplify away what makes it useful. If a field needs an approved answer, a nice paragraph doesn't count. If the form branches on an earlier finding, test the branches.

Write down what “ready” means.

Agree the pass criteria before you see the first draft. It keeps the conversation on the job instead of on how fluent the writing is.

• Attached to the right job and equipment.
• Required questions answered in the expected format.
• Every finding traceable to a photo or a note.
• Missing information visible, not guessed.
• The reviewer can correct it and hand it off.

Measure the whole process.

Before the trial, time how it works today: capture, upload, write-up, review, corrections, delivery. During the trial, count setup, extra recording and time spent chasing gaps.

A fast draft can still make a slow process. Compare the effort to get a report the receiver accepts. Log questions sent back to the tech, material corrections and visits where it couldn't produce the output.

Include normal days.

Similar units in different places. Missing context. Interrupted recordings. Jobs where the answer isn't obvious. Keep the old process running until you know what the new one handles.

Ask the reviewer why a draft passed or bounced. “Looks good” is useless. “Right unit, all required fields, two open items easy to resolve” tells you what to fix.

Make the call.

Expand, adjust or stop. Count the per-seat cost, setup, hardware if any, and the total work. A good trial makes that decision easy, even when the answer is “not yet.”

That's the conversation we want to have: show us the report, the visit behind it and the person who needs it next.