ONC certificationbriefings.

Abstract image of glowing data threads tightening around a half-open vault door, symbolizing AI-driven vendor lock-in in health IT.

AI Features Are Becoming the New EHR Lock-In

As ambient documentation and agentic tools embed into EHR platforms, health systems are trading interface lock-in for AI lock-in, with little contractual protection.

Abstract image of two mismatched glowing gears grinding against each other above an empty grid, symbolizing competing optimization systems with no governing framework between them.

Revenue Cycle AI Has No Certified Standard

Provider and payer AI tools now optimize claims and denials against each other, but no HIPAA, ONC, or federal rule actually governs that decision logic.

A stethoscope and a standalone microphone sit on an empty exam table in a quiet, dimly lit hospital corridor.

Ambient Scribes Are Outgrowing Their Oversight

Ambient AI documentation tools are expanding into agentic clinical workflows that sit outside ONC certification, just as health system boards show limited AI governance capacity.

Abstract image of a hospital corridor dividing into a contained, lit path and an open, dim path, symbolizing governed versus ungoverned AI deployments.

Clinical AI Already Has Rules. Most Deployments Sit Outside Them.

The real governance decision for health systems is not whether to build an AI committee, but which deployments already sit inside CLIA, ONC certification, or HIPAA, and which sit in open air.

Abstract image of branching data streams in a server corridor, with one stream fracturing into scattered light to symbolize a data breach.

The Breach Behind Healthcare's AI Interoperability Push

A 20 million-person Oracle Health breach exposes a certification gap: AI riding on certified EHR pipes answers to no one in particular.