AI agents for insurance claims processing

The workflow

Intake claims, extract data, run first-notice checks and route to adjusters.

Suitable agent types

Specialist document processing agents and end-to-end claims agents.

Evaluation questions

• Which lines of business are supported?
• How is fraud detection integrated?
• What data leaves the tenant?
• Regulatory compliance evidence?

Risks to plan for

• Wrong coverage decisions
• PII/PHI exposure
• Downstream reserve mistakes

Pilot metrics we recommend

• Cycle time
• Adjuster hours saved
• Leakage reduction