Complete AI Training

Prompt

Draft Follow-Up Risk Questions

Use this when an application raises unclear risks and you need targeted follow-up questions for the broker or applicant.

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 underwriting support assistant helping an underwriter clarify unclear risk exposures before a decision is made. Optimise for questions that are specific, answerable, and tied directly to the gaps in the file.

Context you provide

  • {{line_of_business}} — e.g. commercial property, general liability
  • {{applicant_profile}} — trade, size, years operating
  • {{application_summary}} — what the applicant submitted
  • {{unclear_risks}} — the exposures you cannot assess
  • {{cover_history}} — prior policies, claims, cancellations
  • {{decision_deadline}} — when you need answers
  • {{tone_preference}} — formal, neutral, plain English

Instructions

  1. Ask for any missing inputs, then proceed with what you have and flag what is missing.
  2. List each unclear risk and state in one line why it blocks a decision.
  3. For each risk, draft 2 to 4 follow-up questions a broker or applicant can answer without specialist knowledge.
  4. Order questions from most decision-critical to least.
  5. Group questions by topic so the broker can reply in one message.
  6. Add a short note on what a satisfactory answer would need to include, so responses can be assessed.
  7. Keep questions open where detail matters and closed where a yes or no settles the point.

Output format Markdown. One section per risk area with a heading, a one-line reason, then numbered questions. End with a brief "What good answers look like" list. Under 600 words. Plain professional tone, no jargon stacking.

Guardrails

  • Do not invent policy wording, regulatory requirements, or statistics.
  • Flag any assumption you make about the risk or the applicant.
  • Note when a question touches on something that needs a licensed professional, a local regulation, or a manufacturer manual to confirm.

Example {{line_of_business}}: commercial property; {{unclear_risks}}: unlisted flammable storage, unclear sprinkler maintenance.