Key Findings :
Carriers with AI projects rarely have an AI strategy — and the difference determines whether AI produces isolated improvements or compounding competitive advantages
Agentic AI is the architecture insurance operations require — systems that execute complete workflows, not just assist humans with individual tasks
The 15% of carriers seeing material impact share one pattern: workflow-first deployment with governance built in from day one
Three barriers hold most carriers back: ROI skepticism, governance ambiguity, and fragmented deployment across departments
Scaling follows a concentric ring model — first wins fund expansion, and every phase builds the audit trail regulators expect
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