Report

The P&C execution gap: Why AI isn't delivering improved outcomes

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AI deployment across P&C insurance is near universal. Yet the structural drivers of performance—combined ratio, claim accuracy, policyholder retention—haven't moved at a comparable rate. Most AI is still operating at the task level, improving individual decisions without connecting how work is executed across systems, organizations, and payment rails.

The constraint isn't intelligence. It's execution. Value is lost in the gaps between carriers, MGAs, TPAs, and fulfillment partners—not inside any one of them.

This report from Stripe diagnoses why AI investment hasn't moved the structural metrics that matter—and what it takes to orchestrate effective decisions, workflows, and money movement end to end.

You'll learn:

  • Why AI implementation isn't producing AI outcomes
  • Where value is lost across fragmented systems
  • Why payment rails are the backbone of orchestration in P&C
  • A six-part C-suite agenda with concrete next steps