Voice AI Meetup recap: How Commure and Ona Health are building for healthcare

The Voice AI Meetup on April 20, 2026, showcased the innovative approaches of Commure and Ona Health in transforming healthcare documentation through advanced AI technologies. Commure has developed an ambient AI scribing platform that automatically transcribes patient visits, overcoming challenges like multi-speaker environments and language code-switching, while ensuring clinical accuracy. Ona Health focuses on turning telehealth conversations into structured data for small to midsize clinics, using Voice AI to extract crucial information like prescription details and insurance data, enhanced by LLM-based context improvement. AssemblyAI's Medical Mode, a specialized accuracy layer for clinical terminology, was also demonstrated, highlighting its capability to reduce transcription errors by over 20% compared to general-purpose models. The event emphasized the importance of accuracy in healthcare voice applications, discussed technical challenges such as speaker diarization and clinical hallucinations, and explored future prospects like voice-driven workflows and real-time clinical assistance.

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