AI writing tools are good at turning rough notes into a readable structure, adjusting tone, and producing a first draft quickly. They are also capable of filling gaps with plausible details that are simply not true — a date, a figure, a commitment nobody made. In business documents, those invented details are the expensive part.

A safer workflow

  1. Collect the facts yourself first: names, dates, numbers, decisions, sources.
  2. Give the tool only those facts, and say explicitly: “Do not add any facts, figures or commitments that are not in my notes. Mark anything missing as [to confirm].”
  3. Ask for structure and wording, not content: “Turn these notes into a five-line status update.”
  4. Compare every factual claim in the draft against your notes, line by line.
  5. Have the person responsible for each fact confirm it before sending.

What to keep out of public tools

Do not paste confidential client material, contracts, employee data or private meeting recordings into a public AI tool. Use the tools your organisation has approved, with the access controls it has agreed, or work from sanitised notes.

Where AI helps most

  • Reordering a message so the request comes first.
  • Suggesting a shorter version of a long paragraph — which you then check.
  • Generating a checklist of questions a reader might ask.
  • Adjusting tone for a different audience, from the same verified facts.

A well-written AI draft can still be factually wrong. Treat it as a draft from a fast colleague who was not in the meeting.

Examples in this guide are fictional and written for teaching — not client material or measured results.