If the draft includes private remarks not cleared for publication, start by preserving one representative example. It gives the investigation a concrete reference and makes the eventual correction easier to judge.
Find the likely cause
Notes do not distinguish usable material from off-record context.
Treat this as an explanation to verify against the actual work. Look at the input, the relevant decision, and the final result together. If the evidence does not support this diagnosis, investigate the mismatch before applying a convenient but unrelated fix.
Make the targeted correction
Confirm publication boundaries before including sensitive passages.
An interview article should preserve the source's meaning while giving readers a coherent argument and useful context.
Check that the repair worked
Keep only material authorized for the intended use.
Repeat the check on the final version that the reader or customer will encounter. An approved draft, a preview, and a published result can differ; the acceptance decision should concern the version people actually use.
Prevent the next related failure
A separate issue to watch for is this: aI turns a paraphrase into a direct quote. Use quotation marks only for verified exact language.
Monitor the useful outcome
Track factual corrections and whether the finished piece accurately represents the interviewee's intended meaning.
Keep a short record of the original symptom, the evidence behind the diagnosis, and the result of the acceptance check. That record makes the solution reusable when the same condition appears again, without assuming that every superficially similar problem has the same cause.