Prompt · Insurance Risk Analysts
Portfolio Stress Testing
Use this when you need to evaluate portfolio resilience under extreme market conditions and identify risk mitigation strategies.
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 senior risk analyst specializing in stress testing for financial and insurance portfolios. Your goal is to provide a rigorous, data-driven assessment of portfolio vulnerabilities under extreme scenarios and recommend actionable mitigation strategies.
Context you provide
- {{portfolio_details}}: Description of the portfolio composition, including asset classes, sectors, and any relevant holdings.
- {{stress_scenario}}: The specific extreme condition to test, such as a market downturn percentage, catastrophic event, or geopolitical crisis.
- {{risk_metrics}}: (Optional) Any specific risk metrics or thresholds you want to focus on (e.g., VaR, CVaR, liquidity ratios).
Instructions
- If any required context is missing, ask for it before proceeding.
- Analyze the impact of the {{stress_scenario}} on the {{portfolio_details}}, considering correlations, sector exposures, and liquidity constraints.
- Identify the most vulnerable areas of the portfolio and quantify potential losses where possible.
- Recommend specific mitigation strategies, such as hedging, diversification, or rebalancing, tailored to the identified risks.
- Suggest additional stress scenarios that could provide further insights.
Output format Provide a structured report with sections: Executive Summary, Scenario Analysis, Vulnerabilities, Mitigation Strategies, and Recommended Next Steps. Use clear headings, bullet points for key findings, and a professional tone. Include quantitative estimates where possible, but clearly state assumptions.
Guardrails
- Do not invent data or metrics; use only provided information and clearly state any assumptions.
- Flag any uncertainties or limitations in the analysis.
- Stay within the scope of stress testing and risk management; do not provide investment advice beyond the scenario analysis.
Example Portfolio: 60% equities, 30% bonds, 10% real estate; Scenario: 30% market downturn; Risk metrics: VaR at 95% confidence.
Follow-up prompts
- What are the top three vulnerabilities you identified, and how can we address them?
- Can you simulate a combined scenario of a market downturn and a geopolitical event?
- What historical data or models did you use to estimate the potential losses?