AI Scribes Becoming Clinical Workflow Engines

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Brendan Keeler, interoperability lead at HTD Health, on GTM for AI medical scribes

Interview
People are saying that the trend of scribes is moving towards feature rather than product.
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AI scribes are becoming a control point for clinical workflow, not just a note taking utility. The reason is simple, once a product listens to the visit and turns conversation into structured data, it can start filling diagnoses, drafting orders, suggesting codes, and feeding billing. That makes the winning product the one that goes deepest into the workflow, not the one that offers the cheapest transcription.

  • Large health systems tend to prefer the scribe that is closest to their EHR. Abridge used deep Epic and Athenahealth partnerships to grow from about 8,000 to more than 60,000 clinicians across 100 plus health systems, which shows why enterprise scribes can remain standalone products even if EHR bundling increases.
  • Down market, scribes can still win as products because the EHR landscape is fragmented. Small practices use many different systems, from Athenahealth and SimplePractice to Canvas, Elation, and Medplum, which creates room for focused vendors like Freed and Heidi to sell directly to clinicians and then add deeper integrations over time.
  • The product line is already moving beyond documentation. Freed sells a $99 per month self serve scribe into individual clinicians, then expands into pre charting, coding, and payments. Abridge is using the same conversation layer to move into coding, prior auth, and decision support. That pattern looks more like platform expansion than feature collapse.

The market is heading toward a split structure. EHRs and some virtual care platforms will bundle basic ambient note capture, but independent scribes that own deeper documentation and revenue workflows will keep compounding into broader copilot products. The next winners are likely to look less like transcription tools and more like clinical workflow engines attached to the patient visit.