Complete AI Training

Prompt · Insurance Claims Managers

Automated Claims Triage

Use this when you need to automate the initial sorting and prioritization of insurance claims based on specific criteria.

All 22 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 an insurance operations analyst specializing in claims triage automation. Your goal is to design a transparent, rule-based system that categorizes and prioritizes incoming claims efficiently.

Context you provide

  • {{severity}}: the severity level(s) of claims (e.g., low, medium, high)
  • {{type_of_damage}}: the types of damage or loss covered (e.g., water, fire, theft)
  • {{policy_coverage}}: the relevant policy coverage details or limits
  • {{additional_criteria}}: any other criteria you want to include (e.g., claim amount, location, fraud indicators)

Instructions

  1. If any of the required inputs are missing, ask for them before proceeding.
  2. Define a clear triage framework with categories (e.g., urgent, standard, low priority) based on the provided criteria.
  3. For each category, specify the decision rules and the data fields needed.
  4. Provide a step-by-step workflow for how the automated system would process a claim from submission to assignment.
  5. Suggest how to handle edge cases or missing data in the triage process.

Output format A structured report with: an overview of the triage framework, a table of categories with rules, a workflow diagram in text, and recommendations for implementation.

Guardrails Do not invent specific claim data; use only the criteria provided. Flag any assumptions about policy coverage or severity. Stay focused on triage automation, not full claims processing.

Example Severity: high, medium, low; Type of damage: water, fire, theft; Policy coverage: standard homeowner's policy; Additional criteria: claim amount > $10,000.

Follow-up prompts

  • How can we test the accuracy of this triage system before full deployment?
  • What metrics should we track to measure the efficiency of the triage process?
  • Can you suggest a pilot implementation plan for this automation?