How SCAN Health Plan is Governing AI at Scale
Binny Gill sits down with Praveenkumar Devarajan, VP of Architecture and Engineering at SCAN Health Plan, for a ground-level conversation on governing AI inside one of the largest nonprofit Medicare Advantage organizations in the US, covering regulated workflows, auditability under HIPAA and CMS rules, encoding payer nuance, and where AI is actually delivering ROI in healthcare.
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About this episode
Healthcare is one of the most regulated, data-heavy, and operationally complex industries there is, which makes it exactly where AI has the most to prove. In this episode of The Logic of AI Magic, Binny Gill sits down with Praveenkumar Devarajan, VP of Architecture and Engineering at SCAN Health Plan, for a ground-level conversation on what governing AI actually looks like inside a large nonprofit Medicare Advantage organization.
Praveenkumar brings a practitioner's perspective: the real constraints of HIPAA and CMS oversight, the challenge of encoding years of payer-specific nuance into automated systems, and the honest answer to where AI is delivering measurable ROI in Medicare Advantage, and where it still falls short.
What this episode covers
- Applying AI across clinical and operational workflows in a HIPAA and CMS-regulated environment
- Balancing speed-to-value with governance, auditability, and patient safety
- Encoding years of payer-specific nuance into automated systems
- Where AI is delivering measurable ROI in Medicare Advantage
- Where AI still falls short in healthcare, and what that means for deployment decisions
About the guest
Praveenkumar Devarajan, VP of Architecture and Engineering, SCAN Health Plan
Praveenkumar Devarajan leads architecture and engineering at SCAN Health Plan, one of the largest nonprofit Medicare Advantage organizations in the United States, serving hundreds of thousands of seniors across California and other states. He works at the intersection of technology, governance, and healthcare operations, applying AI and automation across clinical and administrative workflows in one of the most heavily regulated environments in the industry.
Common questions about this episode
What is this episode of The Logic of AI Magic about?
Episode 9 of The Logic of AI Magic. Binny Gill talks with Praveenkumar Devarajan, VP of Architecture and Engineering at SCAN Health Plan, about governing AI at scale inside a regulated Medicare Advantage organization, covering HIPAA and CMS compliance, auditability, payer nuance, and where AI is delivering real ROI in healthcare.
Who is Praveenkumar Devarajan and what is SCAN Health Plan?
Praveenkumar Devarajan is VP of Architecture and Engineering at SCAN Health Plan, one of the largest nonprofit Medicare Advantage organizations in the United States. He joins Binny Gill, founder and CEO of Kognitos, on episode 9 of The Logic of AI Magic to discuss AI governance and deployment from a practitioner's perspective inside a heavily regulated payer environment.
What's the main takeaway from this episode?
Governing AI in healthcare requires more than applying general enterprise AI principles: HIPAA and CMS rules, patient safety requirements, and years of accumulated payer-specific nuance create real constraints that shape what is deployable and what is not. The episode gives a practitioner's view of where AI delivers and where it still falls short in Medicare Advantage.
Where can I listen to or watch this episode?
You can watch this episode directly on this page or on YouTube at https://www.youtube.com/watch?v=gdPGAVZ8h7s, and listen on Spotify at https://open.spotify.com/show/5NmKIJu7iEuMv1pdkMkBVn (search for The Logic of AI Magic).
How does AI governance work in a HIPAA and CMS-regulated environment?
Episode 9 addresses this directly: Praveenkumar Devarajan walks through what AI governance looks like inside a Medicare Advantage organization operating under HIPAA and CMS oversight, including how auditability requirements, patient safety considerations, and regulatory constraints shape deployment decisions from the start, not as an afterthought.
Is AI delivering ROI in healthcare today?
Yes, in specific areas, and no in others, and the episode covers both honestly. Praveenkumar Devarajan shares where SCAN Health Plan has seen measurable ROI from AI across clinical and operational workflows in Medicare Advantage, and where the technology still falls short of the claims made for it, giving a grounded picture rather than a promotional one.