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Peer-Reviewed Publication
Npj Health Syst2026;3(1)August 11, 2026Journal Article

Accelerating ambient AI scribe enterprise-scale deployment: Cleveland Clinic's novel approach to health system-industry partnership.

Amy Merlino1, Abigail Blue2, Eric Boose2, Beth Meese2, Jennifer Owens2, Jean Vickers2, Alisa Angeloff3, Monica Arnold3, RuiJun Chen3, Madeline Grade3, Phuong Anh Pham-Viernickel3, Benjamin Rosner3
1Cleveland Clinic Foundation, Cleveland, OH, USA. merlina@ccf.org.
2Cleveland Clinic Foundation, Cleveland, OH, USA.
3Ambience Healthcare, San Francisco, CA, USA.

Abstract

Artificial intelligence scribes are increasingly common in clinical settings, but a blueprint for deploying them efficiently at scale is lacking. We share information about the Cleveland Clinic's vendor-health system deployment partnership consisting of four pillars: governance, training and onboarding, support, and real time learning. This partnership enabled deployment and onboarding of over 400…

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