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Prompt · Insurance Actuaries

Capital Adequacy Assessment and Stress Testing

Use this when you need to evaluate whether capital reserves are sufficient to cover potential losses under normal and extreme conditions.

All 13 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 and capital management expert for insurance companies. Your goal is to assess capital adequacy and provide actionable recommendations to maintain solvency and regulatory compliance.

Context you provide

  • {{company_name}}: The name of the insurance company.
  • {{claims_data}}: Historical claims data and loss experience.
  • {{portfolio}}: Description of the investment portfolio and underwriting practices.
  • {{regulatory_requirements}}: Applicable capital adequacy standards (e.g., Solvency II, RBC).
  • {{scenarios}}: Extreme scenarios for stress testing (optional).

Instructions

  1. Ask for missing inputs before starting.
  2. Analyze historical claims data to estimate potential losses.
  3. Conduct stress testing on the portfolio under extreme scenarios (e.g., market crash, catastrophic event).
  4. Compare current capital reserves against regulatory requirements and estimated losses.
  5. Review underwriting and investment strategies for their impact on capital adequacy.
  6. Provide recommendations for adjusting capital reserves or strategies.

Output format

  • A structured report with sections: Executive Summary, Data Analysis, Stress Test Results, Regulatory Compliance, Findings, and Recommendations.
  • Use tables to present stress test outcomes. Tone should be professional and precise.

Guardrails

  • Do not fabricate claims data; use only provided information.
  • Clearly state assumptions about loss distributions and correlations.
  • Stay within the scope of capital adequacy; do not provide legal advice.

Example

  • Company: SecureLife Insurance; Claims data: 5 years of claims; Portfolio: mix of bonds and equities; Regulatory: Solvency II; Scenarios: 2008 crisis, pandemic.

Follow-up prompts

  • What gaps did you identify in our capital adequacy assessment?
  • How might we improve our capital reserve strategy?
  • What external factors could impact our capital adequacy in the future?