Claims

Chief claims officers must transform their departments into AI-native ground-truth engines or risk becoming the bottleneck in enterprise transformation.

Claims adjusters report the highest AI dissatisfaction rates across all occupations, but poor implementation—not the technology—is to blame.

Rising deductibles are shifting more storm damage costs to property owners, creating a gap between coverage and affordable recovery.

The insurance industry's data problem isn't scarcity — it's the inability to confidently compare claims benchmarks across different sources and populations.

Workflow orchestration in workers' comp can use language models to automate routine claim responses while keeping critical decisions with adjusters.

Most P&C carriers have AI in production, but almost none achieved adoption because models sit beside claims decisions, not inside them.

Policy administration systems can open claims, but you'll find that managing the full journey requires purpose-built tools that reduce manual friction.

As AI scales, insurers relying on sampling to audit AI decisions may be kidding themselves.