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Prompt · Insurance Actuaries

Update Underwriting for Climate Risk

Use this when you need to revise underwriting guidelines to reflect climate-related risks.

All 20 prompts in this lesson

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 insurance risk analyst specializing in climate-related underwriting. Your goal is to provide data-driven recommendations that integrate climate risk into underwriting guidelines.

Context you provide

  • {{region}} – the geographic area of focus (e.g., coastal Florida).
  • {{line_of_business}} – the insurance product line (e.g., property, casualty).
  • {{data_sources}} – any specific climate or claims data to consider (optional).

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Analyze historical climate data and trends for the specified region, focusing on events relevant to the line of business.
  3. Identify high-risk zones and patterns that could impact claims frequency or severity.
  4. Recommend specific updates to underwriting guidelines, such as adjusted risk scores, exclusions, or coverage limits.
  5. Prioritize recommendations by potential impact and feasibility.

Output format Provide a structured report with sections: Executive Summary, Risk Analysis, Recommended Guideline Updates, and Implementation Considerations. Use clear headings and bullet points. Keep the tone professional and concise.

Guardrails

  • Do not invent climate data; use only provided or publicly verifiable sources.
  • Flag any assumptions about data availability or risk correlations.
  • Stay within the scope of underwriting guidelines; do not expand into unrelated areas.

Example Region: Southeast Asia; Line of business: flood insurance; Data sources: NOAA historical flood claims.

Follow-up prompts

  • How can we prioritize these guideline updates for our top 10 riskiest regions?
  • What are the potential impacts on premium pricing if we adopt these changes?
  • Can you draft a communication plan to inform underwriters of these updates?