AI Playbook for Insurance Carriers

The use cases in this playbook represent the highest-ROI applications of agentic AI specifically suited to insurance carrier operating models, where accuracy is non-negotiable, regulatory defensibility is required, and every basis point of loss ratio counts.

In This Playbook, We Cover:

  • Why 91% of insurers are racing to adopt AI—and why most initiatives still stall at the pilot stage
  • 8 high-impact agentic AI use cases across claims, underwriting, fraud, catastrophe risk, and compliance—with real examples from Lemonade, Zurich, State Farm, and others
  • The data foundation problem: why traditional approaches achieve only 20% accuracy on complex insurance queries, and how to reach 90-99%
  • What separates carriers capturing $80-160B in AI-driven savings from those stuck with 99% combined ratios
  • A practical framework for prioritizing use cases based on your organization’s data readiness and strategic priorities

Download