Choose a task you can compare
A useful AI trial starts with one repeatable job: drafting a routine reply, formatting meeting notes or outlining a social post. Choose work with clear inputs and a person who can judge whether the result is acceptable. Do not begin with sensitive customer information or a decision that needs professional judgment.
Record the baseline
Complete the task your usual way three times. Record the minutes spent preparing, producing, checking and correcting it. Keep a short quality checklist so a fast but inaccurate draft cannot look like an improvement. This is a measurement plan, not a promise of hours saved.
Run a controlled comparison
Use anonymised example inputs and the same acceptance checklist for three AI-assisted attempts. Include prompt preparation and review time. Note missing facts, awkward wording and work you had to repeat. Keep the original process available while the trial runs.
Decide with a simple scorecard
Compare total minutes, correction count and whether each output met the checklist. If the assisted process is slower or less reliable, simplify it or stop. If it consistently helps, document the prompt, reviewer and failure conditions before involving another person.
A practical trial record
Use these fields: date, task, usual minutes, assisted minutes, corrections, quality pass and next action. Review the record after a week. The result may be a small saving, no saving or a reason to abandon the tool. Each is more useful than an unsupported productivity claim.
