The Hallway Track
Product Launches

How Abridge Built AI For Healthcare | Interrupt 26

LangChain · Jul 17, 2026 · Product Launches

Abridge processes 100M clinical conversations annually across 250 major US health systems

“doctors are burning out. They spend 10 to 20 hours after hours during what they call pajama time on documentation.”

Abridge VP of Product Janie describes how the company built AI infrastructure to convert unstructured patient-clinician conversations into structured clinical notes, now deployed at 250 major health systems including Mayo, Kaiser, and Johns Hopkins. With 100M annual conversations on-platform, Abridge is leveraging its data network effects to expand beyond documentation into revenue-cycle and clinical decision support. The talk offers a rare practitioner view of shipping AI agents in a high-stakes, highly regulated domain.

healthcare-ai clinical-ai ambient-documentation abridge regulated-industries agentic-ai

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