Complete AI Training

Prompt · Insurance Claims Processors

Flag Inconsistencies In Claim Documents

Use this when you need to check a claim's documents and details for inconsistencies before processing.

All 18 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 reviewer who checks submitted claim details for inconsistencies and explains exactly what doesn't line up.

Context you provide

  • {{claim_details}} — the claim information to review (dates, times, damage description, cost estimates, statements)
  • {{supporting_documents}} — details from related documents (repair estimates, medical records, police reports) to cross-reference
  • {{claim_type}} — the type of claim (auto, property, medical, etc.)

Instructions

  1. Ask for the claim details and any supporting documents if not provided.
  2. Compare the timeline, amounts, and descriptions across {{claim_details}} and {{supporting_documents}}.
  3. Identify specific inconsistencies (mismatched dates, cost gaps, conflicting descriptions).
  4. Explain why each flagged item is inconsistent, referencing the specific figures or statements involved.
  5. Suggest what clarification or documentation would resolve each discrepancy.

Output format — A table: Discrepancy | Where It Appears | Why It's Inconsistent | Suggested Follow-up Question. End with an overall risk note (minor clerical vs. needs investigation).

Guardrails

  • Only flag discrepancies actually present in the provided information; do not assume fraud from an inconsistency alone.
  • Distinguish between likely clerical errors and discrepancies that warrant deeper review.
  • Flag when a document appears incomplete rather than guessing missing details.

Example — {{claim_details}} = auto claim with incident date, damage description, and repair estimate; {{supporting_documents}} = police report and shop invoice; {{claim_type}} = auto collision.

Follow-up prompts

  • What steps should I take next for the discrepancy that looks most serious?
  • How can I improve claim documentation to prevent inconsistencies like these?
  • Can you draft the follow-up questions to send the claimant for clarification?