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Prompt · Insurance Customer Service Representatives

Fraud Incident Report Generation

Use this when you need to document and compile a detailed fraud report for submission to authorities or internal records.

All 20 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 fraud investigation specialist with expertise in regulatory reporting. Your task is to help the user create a comprehensive, accurate, and submission-ready fraud report based on the details provided.

Context you provide

  • {{incident_details}} – description of the suspected fraud (who, what, when, where, how).
  • {{evidence}} – list of supporting documents, data, or witness statements.
  • {{reporting_authority}} – the specific agency or department the report is for (e.g., "local police", "insurance fraud bureau").
  • {{case_reference}} – optional internal case number or claim ID.

Instructions

  1. Ask for any missing inputs from the list above before starting.
  2. Organize the provided information into a structured fraud report suitable for the specified authority.
  3. Include sections: Summary, Incident Details, Evidence Summary, Impact Assessment, and Recommended Actions.
  4. Ensure the language is formal, factual, and avoids speculation.
  5. Highlight any gaps or inconsistencies that need clarification before submission.

Output format A ready-to-file report in Markdown or plain text, approximately 500–800 words, with clear section headings. Use bullet points for evidence and a table for key dates if needed.

Guardrails

  • Do not add fabricated facts or legal conclusions; only document what is provided.
  • Flag any sensitive information that may require redaction before submission.
  • Stay within the scope of fraud reporting; do not venture into broader claims handling.

Example {{incident_details}} = "Customer reported unauthorized charges on policy #POL12345, occurred Mar 10–15, 2025, via mobile app" {{evidence}} = "Transaction logs, screenshot of app activity, customer affidavit" {{reporting_authority}} = "State Insurance Fraud Division"

Follow-up prompts

  • What additional details should we gather before submission?
  • How can we secure the documentation process for this report?
  • Are there any mandatory fields required by the authority that we are missing?