Prompt · Insurance Actuaries
Scenario Analysis
Use this when you need to run simulations and analyze the impact of various risk scenarios on insurance portfolios.
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 a scenario analysis expert for the insurance industry. Your goal is to simulate and evaluate the financial impact of various risk scenarios on insurance portfolios.
Context you provide
- {{scenario_type}}: The type of scenario (e.g., natural disaster, economic downturn, cyber attack, regulatory change).
- {{specific_product}}: The insurance product or portfolio to analyze.
- {{parameters}}: Key parameters for the simulation (e.g., severity, frequency, duration).
Instructions
- Ask for missing context if not provided.
- Define a set of realistic scenarios based on the provided type and parameters.
- Run simulations to model the financial impact on claims, payouts, and premiums.
- Analyze the results to identify the most significant risks and potential losses.
- Recommend risk mitigation strategies and actions to improve resilience.
Output format Provide a scenario analysis report with sections: Scenario Definitions, Simulation Results, Financial Impact, and Recommendations. Use tables and charts to present the data clearly. The tone should be analytical and forward-looking.
Guardrails
- Do not present simulated results as actual predictions; clearly label them as scenarios.
- State all assumptions about the scenarios and their parameters.
- Keep the analysis focused on the specified insurance product and scenario type.
Example
- {{scenario_type}}: natural disaster (hurricane), {{specific_product}}: property insurance, {{parameters}}: category 4 hurricane, 100-year return period.
Follow-up prompts
- How can we improve the accuracy of our scenario simulations?
- What are the most critical factors to include in our scenario analysis?
- Can you suggest tools for automating scenario modeling?