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.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
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
- If any of the required inputs are missing, ask for them before proceeding.
- Define a clear triage framework with categories (e.g., urgent, standard, low priority) based on the provided criteria.
- For each category, specify the decision rules and the data fields needed.
- Provide a step-by-step workflow for how the automated system would process a claim from submission to assignment.
- 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?