The Ultimate AI Strategy for Insurance
A practical guide for insurance executives on building AI strategy that moves the combined ratio not just the pilot count.
99% of insurers have GenAI initiatives underway. Fewer than 15% report material impact on combined ratio, cycle time, or loss ratio. The gap isn't technology. It's strategy execution.
This white paper by Artem Gonchakov, CEO of Simplifai, shows how to close that gap using Roger Martin's Strategy Choice Cascade as the foundation, agentic AI as the architecture, and a six-phase playbook drawn from carriers already seeing 30–40% productivity gains in production.
Key Findings :
AI project ≠ AI strategy
Carriers with AI projects rarely have an AI strategy and the difference determines whether AI produces isolated improvements or compounding competitive advantages
Workflows, not assistance
Agentic AI is the architecture insurance operations require systems that execute complete workflows, not just assist humans with individual tasks
What the 15% do differently
The 15% of carriers seeing material impact share one pattern: workflow-first deployment with governance built in from day one
Three barriers. One pattern
Three barriers hold most carriers back: ROI skepticism, governance ambiguity, and fragmented deployment across departments
First wins fund everything else
Scaling follows a concentric ring model first wins fund expansion, and every phase builds the audit trail regulators expect
