Data Analytics

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.

The problem is not that insurance organizations' data is bad. The problem is that it was shaped for humans, not AI.

Embedding AI into policy administration system delivery addresses the biggest challenge: predictability, not just implementation speed.

Insurance performance hinges on data integrity at eligibility intake, not downstream claims processing or fraud detection.

Legacy systems prevent insurers from translating data-rich insights into the real-time action today's fast-moving risks demand.