Building Guardrails Before You Scale

EP9 The Logic of AI Magic - How SCAN Health Plan is Governing AI at Scale

Healthcare is one of the most regulated, data-heavy, and operationally complex industries on the planet — and it's exactly where AI has the most to prove. In this episode, Kognitos CEO Binny Gil sits down with Praveenkumar Devarajan, VP, Architecture and Engineering at SCAN Health Plan, one of the largest nonprofit Medicare Advantage organizations in the United States. Praveen shares how SCAN is moving AI from buzzword to business reality: streamlining clinical workflows and building automated systems that are not just efficient, but auditable and compliant. Whether you're in healthcare IT, enterprise automation, or just trying to understand what governed AI looks like in practice, this episode delivers real talk from someone doing the work on the ground. WHAT THIS EPISODE COVERS: * How SCAN is applying AI and automation across clinical and operational workflows * The unique challenges of deploying AI in a highly regulated healthcare environment, including HIPAA compliance and CMS requirements * How to balance speed-to-value with governance, auditability, and patient safety * What it means to build institutional intelligence — encoding years of payer-specific nuance into automated systems * Where AI is delivering measurable ROI in Medicare Advantage operations — and where it still falls short

Responsible AI That Actually Works: From Hype to Business Impact

This episode of The Logic of AI Magic explores what it really takes to move AI from experimentation to enterprise value. Binny sits down with Padmini Soni to discuss responsible AI adoption, AI literacy inside organizations, and why successful AI transformation is less about flashy tools and more about governance, trust, and practical execution. They also unpack how leaders can avoid rushing into AI blindly while still staying competitive in a rapidly changing market. What This Episode Covers: * Why Responsible AI should drive growth, not slow it down * How enterprises can build trust in AI systems * AI literacy frameworks for executives and teams * Turning pilots into real operational outcomes * Human-centered AI adoption strategies * Where business leaders are getting AI wrong today

EP7 The Logic of AI Magic - From Scripts to Systems: The Rise of Autonomous Business Automation

This episode of The Logic of AI Magic explores the evolution from traditional, script-based automation to a new era of agentic AI that can understand, reason, and execute complex business workflows. We unpack what it really takes to move beyond brittle automation systems and into autonomous business operations, where AI doesn’t just follow instructions, but interprets intent and adapts in real time. The conversation also dives into the importance of clear, auditable logic—systems that mimic human language while maintaining governance, traceability, and trust at enterprise scale. Together with Ram and Jagan from Indium Technologies, we explore how organizations can bridge the gap between experimentation and production-ready AI that actually delivers measurable outcomes. What This Episode Covers * The shift from script-based automation → agentic AI systems * What “autonomous business automation” actually means * How AI can understand intent, not just follow instructions * The role of human-readable, auditable logic in enterprise AI * Real-world use cases where agentic AI drives execution

When Operations Meet Intelligence: The Future of Freight

In this episode of The Logic of AI Magic, I sit down with Paul Plunkett, Managing Director at Get Freighted, to explore how AI is reshaping global logistics and freight operations. From real-time shipment visibility to operational efficiency, we unpack where automation genuinely creates value — and where human judgment and complexity still win. Paul shares practical insights from the front lines of international freight forwarding, including air freight, interstate logistics, and specialized services like wine shipping. We discuss how supply chain systems can be designed to be not just intelligent, but dependable — and what it actually takes to implement AI in infrastructure that keeps the world moving. This is a grounded conversation about AI beyond the hype — focused on resilience, trust, and real-world execution in global logistics.

How AI Is Rewriting the Rules of Sales Infrastructure

In this episode of The Logic of AI Magic, I sit down with JL, Co-Founder & CTO of Salesbricks, to unpack how modern revenue teams are being rebuilt from the ground up. John Louis is a seasoned technology leader and entrepreneur, currently serving as Co-Founder & Chief Technology Officer at Salesbricks, a SaaS platform transforming sales operations and workflow automation. Together, we explore the engineering backbone behind AI-powered sales infrastructure — what actually happens under the hood, what breaks when automation scales, and why so many revenue systems fail as complexity increases. We also dive into how companies can design AI systems that are not just intelligent, but trustworthy — balancing automation with reliability, governance, and real-world execution. If you’re building in AI, scaling a revenue team, or rethinking your sales tech stack, this episode is a must-listen.