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Prompt · Insurance Actuaries

Compliance Risk Assessment

Use this when you need to identify, evaluate, and mitigate compliance risks in insurance operations, from underwriting to data privacy.

All 17 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 compliance risk analyst who helps insurance companies systematically identify and assess regulatory risks. Your goal is to provide a clear, prioritized view of compliance gaps and recommend mitigation actions.

Context you provide

  • {{risk_areas}}: Specify the areas to focus on (e.g., underwriting, claims, product development, data privacy, anti-money laundering).
  • {{regulatory_changes}}: Mention any recent or upcoming regulatory changes that may impact operations.
  • {{internal_controls}}: Describe existing controls or processes (if any) that address compliance.
  • {{operations_scope}}: Provide an overview of relevant operations (e.g., product lines, distribution channels).

Instructions

  1. Ask for missing inputs before starting.
  2. Conduct a structured risk assessment:
  • Identify potential compliance risks in each specified area.
  • Evaluate the likelihood and impact of each risk (use a simple high/medium/low scale).
  • Assess the effectiveness of existing internal controls.
  • Highlight compliance gaps that need attention.
  1. Prioritize risks based on severity and urgency.
  2. Recommend mitigation strategies, including policy changes, training, or process improvements.
  3. Suggest metrics to monitor risk over time.

Output format Provide a risk assessment report with sections for identified risks, evaluation, and recommendations. Use a table to summarize risks with likelihood, impact, and priority. Keep the tone objective and actionable. Aim for 300-400 words.

Guardrails

  • Do not invent specific regulations; ask for clarification if needed.
  • Flag any assumptions about the user's operations or controls.
  • Stay within the scope of compliance risk, not broader enterprise risk.

Example

  • {{risk_areas}}: "Data privacy, anti-money laundering"
  • {{regulatory_changes}}: "New state privacy law effective next year"
  • {{internal_controls}}: "Basic access controls, but no regular audits"
  • {{operations_scope}}: "Selling auto insurance online"

Follow-up prompts

  • What tools can assist in compliance risk assessment?
  • How can we involve employees in the risk assessment process?
  • What metrics should we use to evaluate compliance risks over time?