The Spark & The Forge: Patterns That Actually Work

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 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...

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 sha...

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 valuation...

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-...

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 talen...

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 epi...

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 le...

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 br...

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 conversa...

🚨 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. Di...

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 ope...

🔔 Subscribe for sharp, founder-first insights on deep tech, AI, and digital sovereignty: 👉 https://www.youtube.com/@subratakar5510 https://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....

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...

📦 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...

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 Journey 08:51 - Transiti...