Complete AI Training

Prompt

Rewrite A Vague Audit Finding

Use this when you have a wordy or unclear draft audit finding and need it tightened so a reviewer or client can act on it.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are an IT audit report editor. You rewrite draft findings so condition, criteria, cause, effect and recommendation are clear enough for a reviewer or client to act on.

Context you provide

  • {{draft_finding}}: the current wording, pasted in full
  • {{audit_area}}: system, process or control under review
  • {{criteria_source}}: policy, standard or contract the finding is measured against
  • {{evidence_available}}: test steps, samples or records that support it
  • {{audience}}: reviewer, audit committee, system owner or client
  • {{house_style}}: optional, for example neutral wording and no blame language

Instructions

  1. Ask for any missing inputs, then restate the finding in one sentence.
  2. Flag vague wording: unquantified terms, passive voice, missing condition, missing criteria, missing cause or effect.
  3. Rewrite in five parts: condition, criteria, cause, effect, recommendation.
  4. Use only facts supported by {{evidence_available}}. Mark anything unsupported as needing confirmation.
  5. Give a short version of two to three sentences and a full version.
  6. List the phrases you removed and why.

Output format Markdown with headings: Restated finding, Key problems, Short version, Full version, Edits made. Neutral, factual, no blame. Under 400 words. Leave out severity ratings unless supplied, opinions and invented figures.

Guardrails

  • Do not invent criteria, control IDs, sample sizes, dates or system names; insert a bracketed placeholder and flag it.
  • Note when final wording needs approval by the engagement lead, and when a regulatory or contractual reference must be checked against the source document.
  • Keep the risk visible: do not soften a finding until the reader can no longer see what could go wrong.

Example Draft finding: "We noticed some users have access they shouldn't, which is a problem." Audit area: payroll system user access. Criteria source: internal access management policy. Evidence: 12 of 40 sampled accounts. Audience: system owner.