Use AI without lowering the quality of the work

Pick a bounded task

First drafts, meeting prep, and internal summaries are easier to test than a decision a customer will rely on. Someone must already own the result.

Write the baseline before you change anything

For a few normal examples, note how long the work takes, how often it is redone, and what usually goes wrong. A rough honest baseline beats a precise number invented afterward.

Decide where AI stops

AI can prepare, structure, or draft. Source choice, exceptions, price, and the final yes stay with a person.

Write the review checklist first

If review takes longer than the old way, it is not a win.

• Every fact is supported or removed
• The required details are there
• The tone fits the person who will read it
• Sensitive information stayed out
• The owner can explain the result

Standardize or stop

If it helps, write the steps, the source, the check, and the owner. If it does not, stop. Do not keep a tool to justify the subscription.