Rockin' HIT Sales Podcast
AI Governance in the Real World: What Vendors Need Before Provider Review
Dr. Yasir Tarabichi, Chief Health AI Officer at MetroHealth, joins Rockin’ HIT Sales to explain how health systems think about AI governance, provider review, risk, monitoring, and what vendors need to prepare before bringing AI-enabled tools into the organization.
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Episode Summary
AI governance has quickly moved from a niche technology discussion to a core part of how health systems evaluate new solutions. But what actually happens inside a provider organization when an AI-enabled product is introduced for review?
In this episode of Rockin' HIT Sales, Dr. Yasir Tarabichi shares a real world look at how health systems think about AI governance, risk, implementation, monitoring, and responsible adoption. Along the way, he explains why some vendors build trust early while others create friction before formal review even begins.
For Health IT founders, product leaders, GTM teams, and investors, this conversation offers a valuable glimpse into the questions provider organizations are asking—and what companies should be prepared to address long before an AI solution reaches a governance committee.
What You’ll Hear in This Episode
- What AI governance actually means inside the walls of a health system
- How an AI-enabled product, internal idea, or vendor solution enters the provider review process
- What mature vendors do differently that helps them develop trust
- When AI readiness should be addressed in the sales process — especially when early discussion may be with staff who are not deeply technical
- What companies should be prepared to explain before formal AI governance review begins
- What is one thing AI companies should just stop saying or doing when talking to a health system? (His answer will surprise you.)
3 Brief Takeaways
Dr. Tarabichi’s comments on AI governance and vendor readiness connect directly to this white paper on what health systems will ask before approving AI-enabled Health IT solutions. Included is a self-assessment workbook.
White Paper: What Health Systems Will Ask Your AI
About the Guest
Dr. Yasir Tarabichi, MD, MSCR, FAMIA, is Head of Digital and Chief Medical Informatics Officer at Ovatient, a MetroHealth venture, and Chief Health AI Officer at MetroHealth. His work spans digital transformation, clinical informatics, virtual care, interoperability, and responsible AI governance.
At MetroHealth, Dr. Tarabichi leads enterprise AI strategy, governance, and implementation across the AI lifecycle, with a focus on responsible deployment, monitoring, and real-world clinical impact. His work includes the design, validation, and implementation of EHR-based predictive models and advanced clinical decision support, with particular attention to how AI can be safely and responsibly adopted in a community health system environment.Transcript
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