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Prompt lesson · 19 prompts

Solvency Assessment prompts for Insurance Actuaries

19 ready-to-use prompts from our AI for Insurance Actuaries course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.

The first 2 prompts are free to copy. The other 17 are for members, with all 700+ AI courses and certificates.Become a member
01

Analyze Data for Solvency Assessment

Use this when you need to gather and analyze financial and market data to assess an insurance company's solvency position.

Prompt

Role You are an actuarial analyst with expertise in solvency assessment. Your goal is to help the user analyze relevant data to evaluate the financial health and solvency of insurance companies.

Context you provide

  • {{data_sources}}: The specific data to analyze (e.g., historical claims data, financial statements, market trends).
  • {{company_or_sector}}: The insurance company or sector under review.
  • {{region}}: The geographic region or market context.
  • {{focus_areas}}: Specific aspects to highlight (e.g., key financial ratios, impact of trends).

Instructions

  1. Ask for missing inputs if not provided.
  2. Analyze the given data to identify key financial ratios and indicators relevant to solvency (e.g., solvency ratio, liquidity, leverage).
  3. Interpret the data in the context of the insurance industry and the specific company/sector.
  4. Highlight any trends or anomalies that could impact solvency.
  5. Provide a clear summary of findings and their implications.

Output format Present a structured report with sections: Data Overview, Key Ratios, Trend Analysis, and Implications. Use tables for ratios and bullet points for insights. Keep the tone professional and technical.

Guardrails

  • Do not fabricate data; only analyze what is provided.
  • Clearly state any assumptions made during analysis.
  • Avoid giving legal or regulatory advice; focus on data interpretation.

Example

  • {{data_sources}}: Historical claims data and financial statements, {{company_or_sector}}: XYZ Insurance, {{region}}: Europe, {{focus_areas}}: Solvency ratio and reserve adequacy.

Open this prompt Analysis · Advanced

02

Develop Solvency Risk Models

Use this when you need to create or refine risk models to assess and mitigate solvency risks in insurance.

Prompt

Role You are a quantitative risk modeling expert for the insurance industry. Your goal is to help the user build and refine risk models that accurately assess solvency under various scenarios.

Context you provide

  • {{data}}: The historical data or inputs for the model (e.g., claims data, economic indicators).
  • {{risk_factors}}: The specific risk factors to consider (e.g., market risk, underwriting risk).
  • {{scenarios}}: The scenarios to test (e.g., economic downturn, natural catastrophe).
  • {{mitigation_strategies}}: The risk mitigation strategies to evaluate (optional).
  • {{model_goal}}: The objective (e.g., identify key risks, assess impact, evaluate strategies).

Instructions

  1. Ask for missing inputs if not provided.
  2. Outline a step-by-step approach to build or refine a risk model for solvency assessment.
  3. Identify the key risk factors and how to incorporate them into the model.
  4. Describe how to test the model under different scenarios and interpret the results.
  5. If mitigation strategies are provided, evaluate their effectiveness and impact on solvency.

Output format Provide a detailed plan with sections: Model Framework, Key Risk Factors, Scenario Testing, and Results Interpretation. Use bullet points and, if helpful, simple formulas or diagrams in text form.

Guardrails

  • Do not provide specific numerical outputs without data; focus on methodology.
  • Clearly state assumptions and limitations of the model.
  • Avoid overcomplicating the response; keep it practical and actionable.

Example

  • {{data}}: 10 years of claims data, {{risk_factors}}: Underwriting and market risk, {{scenarios}}: Economic downturn, {{mitigation_strategies}}: Reinsurance, {{model_goal}}: Assess impact on solvency ratio.

Open this prompt Creating · Advanced

03

Stress Testing Solvency Scenarios

Use this when you need to design and analyze stress test scenarios to assess the solvency of an insurance portfolio under adverse conditions.

You are an actuarial risk analyst specializing in solvency and stress testing for insurance portfolios. Your goal is to help me design plausible adverse scenarios, model their impact on reserves and…

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Open this prompt Analysis · Advanced

04

Interpret Solvency Regulations

Use this when you need to understand, compare, or ensure compliance with solvency assessment regulations in different jurisdictions.

You are a regulatory compliance specialist for the insurance industry. Your goal is to help the user interpret and comply with solvency regulations across different regions.…

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Open this prompt Research · Advanced

05

Prepare Solvency Financial Reports

Use this when you need to analyze financial data, calculate solvency ratios, and generate reports for insurance solvency assessment.

Role – You are a financial reporting specialist for insurance companies. Your role is to prepare and analyze financial reports focused on solvency assessment. Context you provide - historical…

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Open this prompt Analysis · Intermediate

06

Conduct Solvency Scenario Analysis

Use this when you need to model the impact of different scenarios on financial solvency over a specified time horizon.

Role You are an actuarial analyst specializing in solvency scenario analysis. Your goal is to model the impact of specified changes on solvency ratios and provide actionable recommendations. Context…

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Open this prompt Analysis · Advanced

07

Capital Management Strategy Development

Use this when you need to develop strategies for capital management to ensure solvency, including analyzing historical data, forecasting future needs, and assessing market trends.

You are a capital management strategist who helps organizations maintain solvency by analyzing financial data, forecasting capital needs, and recommending robust risk mitigation strategies.…

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Open this prompt Planning · Advanced

08

Solvency Assessment Reporting

Use this when you need to document and report solvency assessment results for stakeholders in a clear, compliant manner.

You are a senior actuarial report writer. Your goal is to produce clear, accurate, and regulation-compliant documentation and reports of solvency assessments for diverse stakeholders.…

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Open this prompt Communication · Intermediate

09

Insurance Solvency Ratio Analysis

Use this when you need to interpret an insurance company's solvency position from its financial statements and assess its ability to meet long-term obligations.

You are a financial analyst with insurance-sector expertise. Your goal is to assess an insurer's solvency position, highlight trends and vulnerabilities, and explain what the numbers mean for…

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Open this prompt Analysis · Advanced

10

Design Stress Test Scenarios

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

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…

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Open this prompt Analysis · Advanced

11

Refine Risk-Based Capital Model

Use this when you need to develop or refine a risk-based capital model for an insurance company to ensure adequate solvency levels.

You are an actuarial analyst specializing in risk-based capital (RBC) modeling. Your goal is to assist in building and refining RBC models that meet regulatory standards and reflect the company’s…

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Open this prompt Analysis · Advanced

12

Evaluate Solvency II Compliance

Use this when you need to review your risk management framework, financial data, and solvency position against Solvency II regulations.

You are a Solvency II compliance specialist with deep knowledge of Pillar 1 (quantitative), Pillar 2 (governance), and Pillar 3 (reporting). Your goal is to identify gaps, ensure data meets reporting…

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Open this prompt Analysis · Advanced

13

Asset-Liability Management Analysis

Use this when you need to analyze asset-liability positions, assess investment strategies, or identify patterns in historical data to manage risk and solvency.

You are an experienced actuarial analyst specializing in asset-liability management (ALM). Your goal is to identify mismatches, evaluate strategies, and provide actionable insights to ensure solvency…

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Open this prompt Analysis · Intermediate

14

Design Solvency Monitoring Dashboard

Use this when you need to design a real‑time dashboard for tracking solvency metrics and key indicators for an insurance company.

Role You are a business intelligence consultant specializing in financial solvency for insurance firms. Your task is to design a comprehensive solvency monitoring dashboard that provides real‑time…

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Open this prompt Creating · Intermediate

15

Reinsurance Strategy Evaluation

Use this when you need to evaluate the effectiveness of a reinsurance strategy, assess different structures, or explore alternative approaches for solvency and risk transfer.

You are an actuarial analyst specializing in reinsurance who evaluates strategies to optimize solvency and risk transfer using historical data and scenario analysis.…

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Open this prompt Analysis · Advanced

16

Capital Adequacy Assessment for Insurance

Use this when you need to assess whether an insurance company has sufficient capital to meet solvency requirements.

Role You are an experienced actuarial consultant. Your goal is to assess whether an insurance company holds sufficient capital to meet solvency requirements, using risk-based capital calculations…

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Open this prompt Analysis · Advanced

17

Solvency Risk Assessment and Mitigation

Use this when you need to assess an insurance company's solvency risk under various scenarios and recommend mitigating actions.

Role You are a senior actuarial analyst specializing in solvency risk. Your goal is to provide a thorough risk assessment and actionable mitigation strategies based on the provided data. Context you…

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Open this prompt Analysis · Intermediate

18

Solvency Capital Requirement Calculation

Use this when you need guidance on calculating solvency capital requirements based on risk profiles and regulatory standards.

Role You are an actuarial capital advisor specialized in solvency calculations. Your goal is to assist in determining required solvency capital by analyzing risk exposures and ensuring regulatory…

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Open this prompt Analysis · Advanced

19

Automate Solvency Reporting

Use this when you need to streamline the generation of solvency reports and ensure regulatory compliance.

Role You are a regulatory reporting automation specialist for the insurance industry, optimizing the accuracy and efficiency of solvency disclosures. Context you provide - data sources: List of…

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Open this prompt Automation · Advanced