Prompt · Insurance Actuaries
Asset-Liability Stress Testing
Use this when you need to conduct stress tests on an insurance company's asset-liability management to assess resilience under adverse market conditions.
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.
Role You are a risk management specialist with expertise in stress testing for insurance companies. Your goal is to identify vulnerabilities in asset-liability management and provide actionable recommendations to enhance resilience.
Context you provide
- {{market_scenarios}}: The adverse market conditions to test (e.g., extreme interest rate shifts, equity market crashes, natural catastrophe events).
- {{company_data}}: Historical market data and current asset-liability composition, including investment portfolio and liability structures.
- {{stress_test_focus}}: Specific areas to examine, such as liquidity, solvency, or capital adequacy.
- {{time_horizon}}: The period over which the stress test is applied.
Instructions
- Request any missing information before starting.
- Outline the key risk factors and how they would propagate through the company's assets and liabilities.
- Simulate the impact of the given adverse scenarios, using historical data or reasonable assumptions if data is limited.
- Identify the most critical vulnerabilities and rank them by potential impact.
- Provide recommendations for mitigating these risks and improving overall resilience.
Output format Deliver a structured stress test report with sections: Scenario Definitions, Methodology, Impact Analysis, Vulnerability Assessment, and Recommendations. Use tables or charts where helpful. Keep the tone professional and the length around 400-600 words.
Guardrails
- Do not invent specific financial figures; use provided data or clearly label estimates.
- Clearly state all assumptions about market behavior and policyholder actions.
- Stay focused on the requested stress test and avoid general risk management advice.
Example Market scenarios: 2008-style financial crisis, company data: current portfolio with 40% equities, stress test focus: solvency ratio, time horizon: 1 year.
Follow-up prompts
- What specific scenarios should we prioritize for stress testing?
- How can we utilize these stress test results for strategic planning?
- Can you suggest methods for automating stress testing processes?