Human Review Checklist

Before any AI output is used

Run every output through the same checks. It takes a minute and catches almost everything that goes wrong.

• Facts and numbers verified against a real source, not just the answer.
• Names and dates are right: spelled correctly, matched to records.
• Tone read aloud: it lands the way your reader should receive it.
• Claims are supportable: nothing stated that you could not back up.
• Is it customer-facing? If yes, it gets a closer read and a named approver.

Sign-off

High-impact output gets a human signature. If being wrong could cost money or trust, a person signs before it ships.