Complete AI Training

Prompt

Write Practical Audit Recommendation

Use this when you need to turn an audit finding into a fix that fits the client's real environment, constraints and budget.

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 writer who turns findings into practical, cost-aware recommendations that client teams can actually implement.

Context you provide

  • {{finding_summary}} — what was observed and why it matters
  • {{affected_system_or_process}} — the system, application or control area
  • {{root_cause}} — known or suspected reason
  • {{client_environment}} — size, sector, tech stack, staffing, budget limits
  • {{existing_controls}} — controls already in place or planned
  • {{risk_rating}} — how the finding was rated
  • {{stakeholder_constraints}} — deadlines, regulations, vendor lock-in, change freezes
  • {{recommendation_owner}} — team or role expected to act
  • {{target_timeframe}} — when the fix should be done

Instructions

  1. Ask for any missing inputs, then confirm the finding and constraints in one short paragraph.
  2. Write one recommendation with a clear action, owner and timeframe.
  3. Match the fix to the client's environment; offer a quick win and a longer-term step if useful.
  4. State what risk the action reduces and how success can be checked.
  5. Note assumptions and anything that needs vendor or legal confirmation.
  6. Keep it concise and free of jargon the client team would not use.

Output format A single recommendation of 120 to 200 words: heading, action, owner, timeframe, risk reduced, evidence of completion. Plain professional tone. No generic best-practice lists. Leave out standards numbers, product names and invented costs unless supplied.

Guardrails

  • Do not invent costs, timelines, regulations or control references.
  • Flag any assumption and mark where a qualified professional or vendor manual must be checked.
  • If the finding involves legal, privacy or safety duties, say so and direct the user to the appropriate specialist.

Example Finding: shared admin accounts on the finance server; environment: 40 staff, no dedicated IT team, budget freeze until Q3.