4 AI workflows for Insurance
Two badges on every card. Complexity describes the build. Deployment describes where it runs.
Auto claim damage and fraud triage
Extracts claim documents and images, compares repair estimates against telematics data, and screens for fraud indicators against watchlists. A claims adjuster reviews flagged or high-value claims before approval.
Systems: OCR · telematics · watchlists
- Complexity: Advanced
- Deployment: HeyQuinn recommended
Catastrophe loss submission processing
Extracts catastrophe event records from cedant submission packs, matches them against historical loss data, and updates the loss database with flagged changes. An underwriter confirms or redirects the process at each handoff.
Systems: Excel · historical catastrophe database · cedant loss database
- Complexity: Advanced
- Deployment: HeyQuinn recommended
Multi-line quote letter generation
Pulls carrier quotes from data feeds and populates standardized multi line client quote letters for review. An account manager reviews and sends the finished letter to the client.
Systems: Microsoft 365 · Carrier data feeds
- Complexity: Standard
- Deployment: HeyQuinn recommended
Underwriter risk research summary
Checks incoming risk submissions against underwriting guidelines and regulatory databases and compiles relevant precedents and risk factors. An underwriter reviews the summary and makes the coverage decision.
Systems: underwriting guidelines · regulatory databases
- Complexity: Standard
- Deployment: HeyQuinn recommended