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Better work, run after run

How to make an AI job consistently good

Use real work, give clear feedback, and measure the result that matters to the business.

Updated August 26, 2026 · Reviewed against the current product

Start with recent examples

Choose ten to twenty examples of the job from your business. Include the normal requests and a few of the situations that usually take extra owner time.

Review five things

Facts

Names, dates, amounts, commitments, and business records match.

Finish

The output reaches the result you asked for.

Voice

The wording fits the business and the audience.

Owner time

Review takes less time than doing the work from the beginning.

Consistency

The instruction produces the same level of work across examples.

Turn feedback into the instruction

Tell the employee what to change, then add lasting preferences to its instructions. Examples such as “group open items by owner,” “put dates beside every commitment,” or “keep customer replies under 150 words” make the next run better.

Schedule the result

When the job works the way you want, place it on the right schedule or connect it to the Gmail or Outlook event that starts the work.