Data Analytics

As rate momentum stabilizes, reinsurers must leverage data and AI to generate operational alpha beyond traditional cycle management.

Billions in tech spending haven't solved insurance's core problem: fragmented operating models that create systemic inefficiency across the business.

Billions spent on digital claims technology can't overcome fragmented vehicle data that continues driving operational leakage and fraud.

Quantum computing holds promise for complex financial modeling, but current technology is limited by noise and qubit count.

Carriers focus requests for proposals (RFPs) on technical capabilities but fail to understand whether a technology vendor will be a good partner.

Independent agencies' biggest challenge isn't choosing or installing technology—it's getting the most from tools they already have.

Five forces mean P&C insurers must transform data governance from documentation discipline into contemporaneous audit evidence.

As agencies embrace multi-line distribution, fragmented operational systems increasingly constrain their ability to scale and deliver integrated value.