eBook Artificial Intelligence · Data & Analytics · Payer

Payers: Is Your Data Ready for AI?

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At A Glance

Payers Are Betting on AI — But Data Gaps Are Slowing Payers Down

AI adoption is accelerating across the healthcare payer ecosystem—from claims and prior auth to member engagement and risk scoring. But while the promise of AI is clear, most payer organizations remain far from ready. In this report, we uncover insights from 50+ senior Data and AI leaders across leading payer organizations, revealing deep challenges in data quality, governance, and alignment. The findings expose a critical readiness gap—and a clear path forward. 

What’s Inside the Report 
01

The disconnect between AI ambition and data trust 

02

Why most data modernization efforts fall short 

03

The foundational role of governance, standardization, and interoperability 

04

A practical framework to assess and improve data maturity for AI success