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Ensure Text Fidelity

Make every quoted line, proper name and numeric figure on page 12 match the original interview transcript and the sour…

2heights
2tasks
1roles do it

The same job, four prompts

do it · improve it · decide · become
AExecute — “help me do it”Make every quoted line, proper name and numeric figure on page 12 match the original interview…+
Make every quoted line, proper name and numeric figure on page 12 match the original interview transcript and the source spreadsheet before this layout goes to proof; correct any mismatches and align updated text to existing columns.
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed.
BImprove — “do it better”Before I send to proof, surface any quotes, names or numbers that differ from the interview…+
Before I send to proof, surface any quotes, names or numbers that differ from the interview transcript or source spreadsheet at the top of page 12; show the original and the layout version side by side and correct the layout so readers can trust the story.
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed.

The real tasks

1 of them
Make quoted text, names and numbers match the original interview or source so readers can trust the story.

Who does this

1 roles
Copy Editor

Questions people ask

honest answers

Because you rarely think 'I want the redaction tool'. You think 'I have to share this without leaking the client's details'. Start from the need, and the feature finds you.

Real. Every job here was drawn from what people in real roles were actually seen doing in Canva — not a feature checklist.

No. Each page gives you a ready prompt you can paste into an AI assistant, plus the plain steps to do it yourself. Start with either — the goal is the finished job, not the tool.