Data Governance

NextGen Invent’s Deepak Mittal argues for scoped healthcare AI pilots with early governance

NextGen Invent’s Deepak Mittal argues that healthcare AI pilots can begin with a reliable data subset and early governance. His performance figures are vendor claims, not independently verified results.

Ambient AI is moving from clinician productivity to consent and revenue-cycle controls

Two August 2026 reads, one operational signal: ambient documentation is spreading fast, and hospitals now have to govern microphones and models like any other c

Health systems keep pouring money into Epic as margins tighten and AI governance lags behind

EHR spend stays elevated even under financial pressure, while most health systems still lack the AI testing infrastructure to govern the tools they're deploying

Clinical AI at a crossroads: skill decay, robotic surgery, and the wearable data frontier

Three converging developments are forcing health system operators to rethink how AI is deployed, governed, and evaluated across clinical settings.

Healthcare AI deployments stall on data quality, not model performance

As health systems move from AI pilots to enterprise scale, reporting points to fragmented, poorly governed data, not the models themselves, as the real bottleneck.

Healthcare AI governance, data quality, and interoperability top industry agenda in mid-2026

Healthcare IT leaders are confronting AI governance gaps, data readiness challenges, and a $1.3M federal push to scale health data exchange.

Healthcare Operations Improve with AI That Unites Data, Automation, and Ethics

Generative AI has captured the public imagination, but its most transformative use cases may lie far from flashy consumer tools. In healthcare operations, where complexity, inefficiency, and fragmentation remain persistent challenges, AI is now driving measurable improvements. Research suggests AI-enabled healthcare systems could cut administrative costs by up to $360 billion in the U.S. alone….

Rigorous Audits of Third-Party Vendors are Crucial for Patient Data Protection in Healthcare

Healthcare organizations must evaluate vendor security practices to prevent breaches that compromise patient data and operational continuity