Prompt · Insurance Actuaries
Update Underwriting for Climate Risk
Use this when you need to revise underwriting guidelines to reflect climate-related risks.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- 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
- If any required context is missing, ask for it before proceeding.
- Analyze historical climate data and trends for the specified region, focusing on events relevant to the line of business.
- Identify high-risk zones and patterns that could impact claims frequency or severity.
- Recommend specific updates to underwriting guidelines, such as adjusted risk scores, exclusions, or coverage limits.
- 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?