Your interview notes contain a good story, but the AI draft opens with a scene you never witnessed: “Sunlight flooded the workshop as Mara smiled over a pile of rescued bicycles.” The sentence is vivid. Neither the sunlight nor the smile appears in your notes. Before polishing the language, remove the invented reporting.
A short profile needs a clear focus and a traceable factual basis. This worked example shows how to turn notes into a readable introduction without manufacturing atmosphere, motives, or a life story. It complements our guide to shortening customer quotes: accurate quotation is one part of a profile, while the surrounding narrative needs its own evidence.
Separate what you saw, heard, and still need to ask
Use three labels in your working notes: direct observation, the subject's account, and unresolved question. These labels prevent a remembered anecdote from becoming a scene the writer appears to have witnessed. They also make follow-up reporting easier: an unresolved question remains a question instead of becoming a convenient sentence.
Here is a fictional source record for a community newsletter. A phone interview took place on September 28. Mara says she started repairing neighbours' bicycles in 2022 and now volunteers at a Saturday repair session. She says the session handled eight bicycles last Saturday. Her exact recorded words are: “I like the moment when someone can ride home again.” You have not visited the workshop, confirmed the number independently, or asked whether she has always enjoyed mechanical work.
Everything in that paragraph is invented for this teaching example; it is not reporting about a real person. In an actual assignment, retain the recording references or note locations that support each item. Share only material you are authorised to put into the chosen AI tool. Remove unnecessary personal information and respect any agreed restrictions on the interview.
Find the angle inside the evidence
A defensible focus is Mara's interest in helping neighbours get their bicycles working again. The notes support that through her activity and her stated reason for enjoying it. They do not support a childhood fascination with engineering, a dramatic career change, or a claim that she transformed the whole community.
Ask the model for two possible outlines using only the supplied record. A simple structure is current activity, how she began, her explanation of why it matters, and a practical detail if verified. If the outline needs a missing fact, have it list a follow-up question separately. Do not let the requested word count determine how much biography the draft invents.
Compare the attractive draft with the faithful one
A flawed opening might read: “A lifelong tinkerer, Mara has made it her mission to keep the neighbourhood moving. Every Saturday, her bustling workshop restores dozens of bicycles, turning discarded machines into symbols of hope.” Almost every colourful element introduces a new claim. The notes do not establish “lifelong,” a personal mission, ownership of the workshop, its atmosphere, dozens of repairs, or discarded bicycles.
A supported version is quieter but still gives the reader a person and a purpose: “Mara began repairing neighbours' bicycles in 2022. Today she volunteers at a Saturday repair session, where she says eight bicycles were handled last weekend. ‘I like the moment when someone can ride home again,’ she said in a phone interview.”
Notice the verbs. “Handled” stays close to the source record; “repaired” would imply all eight bicycles were fixed. “She says” preserves the origin of the count. “Volunteers at” avoids making her the owner. The passage can become more detailed after another interview, but those details must come from reporting rather than a request to make the prose more engaging.
Keep quotation and narration under different checks
The Associated Press guidance on telling the story requires faithful handling of quotations and permits accurate paraphrase when a quotation is unclear. That is a useful accuracy principle here, not an endorsement of AI-written profiles. Your publication's own rules on AI use and source approval still apply.
Compare quoted words with the recording or reliable notes. Do not combine sentences from separate answers into one continuous quotation. If you need a shorter version, preserve the meaning and follow your publication's quotation policy. In narration, check attribution, chronology, quantities, and descriptions separately. A perfect quote cannot make an invented opening scene acceptable.
A remembered event also needs its frame. If Mara later describes her first repair, write that she recalled it. Do not place the reader inside that moment with sensory details unless you have evidence for those details and a form of attribution appropriate to the piece.
Use a prompt that exposes missing reporting
Try: “Draft a short profile introduction from these labelled notes. Use only supported facts. Preserve attribution and the scope of quantities. Do not invent scenes, gestures, motives, background, or quotations. List missing information as follow-up questions outside the draft. For each draft sentence, identify the note that supports it.”
The sentence-to-note mapping is a review aid, not proof of accuracy. Check that the cited note actually supports the sentence. You can use the AIUndetectable humanizer to revise awkward transitions after that review, then compare the revised version again. Smoother wording must not turn an attributed statement into an independently established fact.
End where the reporting ends
Do not add a sentimental conclusion declaring what the subject represents to everyone around them. Finish with a supported detail or a quotation that fits the focus. If the piece needs a stronger ending, ask another good question: “What happened at a recent session that stayed with you?” The answer may provide a real ending, or it may suggest that the current short version is enough.
Before publication, verify names, dates, roles, quotation wording, and any practical information readers might act on. The useful rule is simple: AI can help organise the material you have, but missing reporting stays missing until someone does the reporting.