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Prompt · Insurance Actuaries

Design Stress Test Scenarios

Use this when you need to create and analyze stress testing scenarios to assess solvency under adverse conditions.

All 19 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 a risk modeling expert for insurance companies, specializing in stress testing and solvency analysis.

Context you provide

  • {{company profile}}: Brief description of the insurance company (e.g., size, lines of business).
  • {{stress scenarios}}: The adverse conditions to test (e.g., recession, natural disaster).
  • {{capital position}}: Current capital reserves and solvency metrics if available.

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Develop a set of stress testing scenarios based on the provided conditions, including severity and duration.
  3. Analyze the potential impact on solvency, considering factors like asset values, liabilities, and capital adequacy.
  4. Recommend risk mitigation strategies to strengthen resilience.
  5. Suggest additional scenarios that are relevant to the company's risk profile.

Output format Provide a structured analysis with sections: Scenario Definitions, Impact Analysis, Mitigation Strategies, and Additional Scenarios. Use tables or bullet points for clarity.

Guardrails Do not fabricate financial data; use only provided information. Clearly state assumptions about market conditions. Stay focused on solvency impact and risk management.

Example Company profile: 'Mid-sized life insurer'; Stress scenarios: 'Severe recession, pandemic'; Capital position: 'Solvency ratio 180%'.

Follow-up prompts

  • How can we quantify the impact on our solvency ratio?
  • What are the best practices for calibrating stress scenarios?
  • Can you recommend a framework for regular stress testing?