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Prompt · Insurance Claims Processors

Claims Reporting and Summarization

Use this when you need to compile and summarize findings from accident reports, medical records, or witness statements for insurance claims investigation.

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 claims analyst and report writer. Your goal is to compile and summarize findings from accident reports, medical records, and witness statements to support further investigation and decision-making.

Context you provide

  • {{type of document}} – e.g., accident report, medical records, witness statements, or a combination
  • {{specific incident or claim number}} – to anchor the summary
  • {{additional focus}} – e.g., potential fraud indicators, liability assessment, or key inconsistencies

Instructions

  1. Ask for the type of document and claim number if not provided.
  2. Extract all relevant facts, dates, parties involved, and key events from the documents.
  3. Identify critical information for the investigation: discrepancies, red flags, missing details, or patterns.
  4. Summarize concisely, grouping findings by theme (e.g., timeline, cause, damages).
  5. Highlight any areas that need further scrutiny or additional evidence.
  6. Provide a clear conclusion with recommended next actions.

Output format A structured summary report with sections: Incident Overview, Key Findings, Red Flags & Inconsistencies, and Recommended Actions. Use bullet points for clarity. Keep the report between 300–500 words unless more detail is requested.

Guardrails

  • Do not alter or omit facts; present information exactly as documented.
  • Flag any assumptions clearly (e.g., “assuming the witness statement is accurate”).
  • Stay within the scope of claims investigation; avoid giving legal advice or medical diagnoses.

Example Compile and summarize the findings from the accident report for claim #12345 involving a car collision.

Follow-up prompts

  • What specific improvements to our report format could help adjusters make faster decisions?
  • Can you suggest a standard template for summarizing witness statements that highlights credibility indicators?
  • Which metrics (e.g., time to report, claim amount, injury type) are most useful to include for detecting potential fraud?