Why Manufacturing × AI in India

India's manufacturing sector is at an inflection point. PLI schemes are drawing investment, the China+1 tailwind is real, and the government is pushing hard toward a $1 trillion manufacturing GDP. The ambition is there. The policy support is there. But walk onto most factory floors in India, and you'll find a different reality entirely.

Production planning runs on Excel. Quality checks are manual, logged in registers that nobody reads until an audit. ERPs — where they exist — are often outdated SAP versions or homegrown systems held together with workarounds. Real-time visibility into what's happening on the shop floor? Almost nonexistent. The gap between "India wants to be a manufacturing superpower" and "Indian factories run on WhatsApp and spreadsheets" is enormous. And that gap is exactly where the opportunity lives.

AI and software can compress this gap — not by replacing workers, but by giving manufacturers the intelligence layer they've never had. Imagine a factory where production schedules optimize themselves based on real demand signals, where quality defects are caught by vision systems before they reach the customer, where maintenance happens before machines break down rather than after. None of this is science fiction. The technology exists. It just hasn't been packaged and delivered in a way that works for Indian manufacturers.

The big players are already making their bets. Bezos, through Project Prometheus, is investing over $100 billion in acquiring and AI-upgrading Western manufacturers. But India's four million-plus factories need a different approach. They can't afford million-dollar implementations or year-long rollouts. They need solutions that are bottoms-up, affordable, and built for their reality — for the chaos of job-shop manufacturing, for operators who are more comfortable with a phone than a laptop, for owners who need ROI in weeks, not quarters.

I've seen this firsthand. Through consulting with manufacturing companies on SAP upgrades, cloud infrastructure, and IT strategy, I've watched smart, ambitious business owners struggle with software that was never built for them. The problems are real, urgent, and largely unsolved by existing software. The Indian manufacturing stack is waiting to be rebuilt — and the companies that do it well will ride the single biggest wave in India's economic future.

I'm building in this space because I believe the biggest lever for India's economic future is making its factories world-class.