The Spark & The Forge: Patterns That Actually Work
Extracting scaling patterns from 200+ conversations with leaders building AI, healthcare, and enterprise systems. This isn't theory—it's what's working in production. Each episode breaks down decisions, frameworks, and approaches practitioners used to scale successfully (and what failed). Topics include AI governance, enterprise scaling, product-market fit, GTM strategy, leadership hiring, and deeptech innovation. Hosted by Subrata Kar, mentor at T-Hub & NASSCOM DeepTech Club with 40 years in enterprise systems.
Episodes
What Does “Doctor in Your Pocket” Really Mean for Healthcare?
What stayed with me after recording Episode 86 with Dr. Anand Iyer?He described the idea of having your “doctor in your pocket” — something that sees what is happening and guides you through it, moment by moment.But the more I thought about our conversation, the more complicated that idea became.Diabetes is well codified.If glucose is X, the time of day is Y, and the last reading is Z — do this.Yo
AI Health Coaching: Your Doctor in Your Pocket?
What happens when AI becomes your health coach — learning from your data and helping you make decisions in real time?Dr. Anand Iyer describes the idea as having your “doctor in the pocket.” But how much should we trust it?In E86 of The Spark & The Forge, I sit down with Dr. Anand Iyer, Chief AI Officer at Welldoc, to explore what happens when AI moves from simply showing us information to coac
When AI Becomes the Enterprise: Who's in Control? | E89
What happens when AI stops being a tool you use and starts becoming part of how the enterprise operates?Enterprise software is already a landscape — ERP, CRM, HR, procurement, finance, service and industry-specific systems. AI agents can increasingly operate across that landscape, interpret information, make decisions and take actions.That changes the question.It's no longer just whether AI ca
The Future of ERP: What Actually Works With AI | E88
AI is changing how enterprise software gets built. But what does that mean for ERP?The ERP problem has changed.The old problem was customization — and the technical debt that came with it. SaaS standardized the core, but enterprises increasingly became landscapes of systems: SAP or Oracle for finance, Salesforce for CRM, Workday for HR, procurement platforms and industry-specific applications.Most
Does AI Really Understand? | Luis Lamb | E87
Does AI really understand what it writes — or can it produce an answer that looks like understanding?Prof. Luis Lamb and I start with a deceptively simple question: how do we know whether AI has given us knowledge — or just a very good guess?From there, we explore what happens when AI moves from answering questions to taking actions.We talk about reasoning, neurosymbolic AI, autonomous agents, com
Who Decides? AI, Accountability & the Hidden Choices Behind Every AI System | Prof. Renée Cummings
Who decides when an algorithm gets it wrong?That's the question at the heart of this conversation with Professor Renée Cummings—a criminologist who spent two decades in criminal justice before becoming one of the world's leading voices in AI governance.Every day, AI systems influence decisions that affect people's lives: who gets hired, who gets approved for a loan, who receives medica
Your AI Bill Just Quadrupled — Here's Why
Your AI contract was written for a per-seat world. The meter is running in a token world. Microsoft reversed course on Claude Code. Uber burned through its entire 2026 AI coding budget in four months. Both for the same reason — token-based billing scales faster than anyone budgeted for.Four pricing models are now running simultaneously in enterprise AI. In almost every one, the buyer carries more
AI Is Changing Engineering Jobs Fast | Brian Samson
AI is changing software engineering faster than most teams are prepared for.AI coding tools are generating code faster than engineers can review it. Junior hiring is slowing down. And the value of engineering work is shifting from pure execution toward validation, judgment, ownership, and context.In Episode 75 of The Spark & The Forge, Subrata Kar speaks with Brian Samson — founder of Plugg Te
Mythos, Legacy Contracts and the Fog Premium | E83
In April 2026, Anthropic released Mythos — an AI model that read a 30-year-old system and found what humans missed for 27 years. Autonomously.This is not a security story. It is a contracts story.Every managed-services SLA running right now was written for a world where human diligence was the best available standard. Mythos just changed what best available means overnight.In this episode I share
$15M SaaS Vendor GONE in Months | What Chamath Built | E81
Software is getting 60-80% cheaper to build. That's changing everything about buying versus building enterprise software.Last September, Chamath Palihapitiya made a bold claim: one company is replacing a $15 million-per-year SaaS vendor using what he calls a Software Factory. Not switching to a competitor. Replacing it entirely.Here's what's happening beneath the hype:SaaS valuations c
The Trillion-Agent Problem Nobody's Talking About
Insurers have stopped covering AI failures. Claudionor Coelho Jr. — ex-Chief AI Officer at Zscaler & Avantest, Stanford PhD — breaks down why.95% of AI pilots never make it to production. Not because the AI fails. Because the security breaks. The reliability breaks. The governance breaks. Something else breaks first.Claudionor has spent 30 years building mission-critical systems — from chip-le
AI Drift — How Companies Lose Control Without Deciding|E72
Most companies didn't choose AI dependency. They drifted into it — one tool at a time, one workflow at a time.In this episode, I speak with Tamsin Deasey-Weinstein, who leads AI strategy for the Cayman Islands — a financial hub thinking seriously about AI sovereignty, governance, and capability.We explore:- Why AI adoption fails even in well-funded organizations- Why the real bottleneck is talent,
Air Canada's AI Chatbot Cost Them in Court. Here's What Every Business Leader Must Know
Air Canada's chatbot gave a passenger wrong information about bereavement fares. The customer followed it, booked the flight, and applied for a refund. Air Canada rejected it.In court, Air Canada's defense: "The chatbot is a separate legal entity."The tribunal rejected it. Air Canada lost.You are liable for what your AI says — even if you can't explain how it arrived at that answer.In this episode
The Brutal Truth About AI Transformation That Most Business Leaders Miss
Only 5% of enterprise AI projects ship. Not because the model failed — because the system wasn't designed.Noelle Russell — CEO of the AI Leadership Institute and 5x Microsoft Trustworthy AI MVP — has built enterprise AI systems at Amazon Alexa, Microsoft, IBM, and Accenture. She has watched hundreds of pilots fail. And studied the ones that didn't.In this episode we cover:Why AI failure is a leade
Black Space: Why Humans Miss Breakthroughs AI Can Find
Black Space explores the unexplored idea regions humans are not equipped to search — and what happens when machines can.In Episode 70 of The Spark & The Forge, Subrata Kar speaks with Jepson Taylor (Founder & CEO of VEOX) about the limits of human-led innovation and the rise of autonomous algorithm discovery.TOPICS WE DISCUSS:- Why humans may have already missed profound mathematical break
Rural Health Outperforms Digital Platforms: Mukti Bosco on Community Healthcare Innovation
8,000 rural women achieve 94% health behavior change while India's digital platform struggles with 20% useful outcomes. How is this possible?Mukti Bosco built a healthcare revolution from the ground up. Starting with one woman's story - a child pulled from school to pay medical debt - she discovered that rural communities don't need saving, they need partnership.In this deep conversati
How to Build Telehealth That Actually Works (ER Doctor's Framework)
🚨 We've scaled telehealth to hundreds of millions of consultations worldwide. But are we actually improving patient care?Dr. Aditi Joshi - practicing ER physician, global telehealth consultant, and co-creator of the Telehealth Success Framework used by health systems worldwide - reveals why volume metrics are masking systematic dysfunction across different countries and healthcare models. Disc
Murali Bukkapatnam's BOLD Move from Cricket to TiE Global Chair
From dreaming of cricket in small-town Andhra pradesh to helping steer India’s global startup ambitions—Murali Bukkapatnam’s journey is full of pivots, purpose, and persistence.In this episode of The Spark & The Forge, Murali shares:Why he nearly became a cricketer in Sydney—and what changed last minuteHow Silicon Valley shaped his mindset as a founder and mentorHis return to India to run oper
India’s AI Gold Rush: Chips, Chaos & the $150B Opportunity
🔔 Subscribe for sharp, founder-first insights on deep tech, AI, and digital sovereignty: 👉 https://www.youtube.com/@subratakar5510https://open.spotify.com/show/5Ck1ZktTrloA579kVTzxg0?si=BoA6yV9eSGekerUOgIluFQ🎧 What’s Inside This Episode: In this solo #ForgePOV episode, Subrata Kar breaks down how India nearly lost its shot at AI sovereignty—and what it needs to do next.Just days ago, the U.S. reve
AI Superpowers Unleashed: Trump's Tariff Sparks a Global Tech War?
Everyone’s saying it—“AI is just hype.” But is that the full story? AI is turning geopolitics and international relations on their head, impacting trade, power, and the global order. In this no-fluff, straight-talking episode of ForgePOV, I break it all down:00:00 "AI Geo Politics : New Global Power dynamics "00:43 "The economic impact of AI investment "01:11 "The future o
Supply Chains Are Broken—Can AI Really Fix the Chaos?
📦 Global supply chains are in turmoil. Freight bottlenecks, volatile pricing, and constant disruptions cost businesses billions in lost revenue. But can AI truly revolutionize logistics and bring order to the chaos?In this episode of The Spark & The Forge, host Subrata Kar sits down with Bart De Muynck—a globally recognized supply chain strategist and former Gartner analyst—to break down the r
Revolutionizing Telecom Payments with Raghavendra Hunasgi E15
n this episode of The Spark & The Forge, we sit down with Raghavendra Hunasgi, Co-founder and CMO of Zeebu, to explore the transformative impact of blockchain on telecom payments. From the rise of Zeebu’s ZBU token to strategies for aligning stakeholders, this episode dives deep into innovation and the future of B2B payments.
Chapters:00:00 - Introduction to Raghav’s Journey08:51 - Transition
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