Claims leakage is money that left the building and never should have. Across all P&C lines, it runs about 6% of total claims payments. For an individual carrier, that is 6 to 11 points of combined ratio: the gap between an underwriting year that works and one that doesn't. Fraud is part of it, but most of it's duplicate payments, missed deductibles, settlements closed without full documentation, and claims decided on incomplete files. It builds up in the process gaps: unstructured intake read by hand, documents reconciled across systems, files sitting in a queue for a decision the team could have made on day one. These are the workflows where agentic automation already delivers measurable results.
For most carriers, the question is no longer whether agentic AI belongs in the operation. It is where to begin. Evaluations drag on, competing priorities crowd the roadmap, and the workflows that would move the combined ratio wait another year. This guide takes on that decision. It maps the carrier back office by business value and implementation readiness, then walks through four workflows across property and casualty and life where agentic automation has delivered quantified outcomes.
It also covers what comes after the first success: the operating model. Governance and audit posture that keeps agentic decisions defensible to a regulator, thresholds for human review, and a practical method for selecting a starting point you can present to a board with confidence.
Inside:
- An executive value heat map of carrier workflows, ranked by return and readiness
- Four quantified use cases: claims intake and FNOL, policy termination, producer onboarding, and 1035 exchange processing
- What claims leakage actually costs, and how much of it is process gaps rather than fraud
- How compressing cycle time improves decision quality, and what that does to the combined ratio
- The governance posture that keeps agentic decisions auditable
- A practical way to choose your first workflow
Written for chief claims officers, VPs of claims and underwriting, and the operations and IT leaders responsible for delivering the plan.