The AI Gold Rush Isn’t SaaS. It’s Factories
Tue Feb 03 2026
Factories don’t buy hype. They buy uptime.
In this episode, YC-backed Cerrion CEO Karim Saleh explains why industrial computer vision is one of YC’s most underrated AI wedges, and why it can beat flashier “copilot” markets on sheer dollar-weight and defensibility.
Karim breaks down how Cerrion deploys camera-based AI agents to detect production issues in real time, why manufacturing is a $20T opportunity, and what most investors get wrong about selling into factories. If you’re building “real-world AI,” this is the playbook… from five paid pilots before code to scaling via workflows, not dashboards.
What you’ll learn:
Why YC keeps funding industrial computer vision (even across hype cycles)The technical truth: every factory is different… and why VLMs change the gameThe go-to-market wedge that wins: small scope → fast ROI → expansion (NRR)How Cerrion embeds into daily factory workflows (shift meetings, handovers, owners)The biggest investor myth about manufacturing sales cycles, and the real unlockWhy competition-heavy AI markets are a trap (and what to build instead)
📌 Watch now and subscribe for more smart, fast, founder-first interviews.
Chapters:
00:00 Introduction to the Manufacturing Market Opportunity
00:38 Welcome to Lobster Talks
01:11 Introducing Karim Saleh and Cerrion
02:16 The Evolution of AI in Manufacturing
03:47 Challenges and Solutions in Industrial AI
05:40 The Impact of US Reindustrialization
08:44 Customer Success and Expansion Strategies
15:44 Fundraising and Market Trends
26:07 Future of Industrial AI and YC Insights
36:07 Conclusion and Final Thoughts
🎧 Listen on the go:
Spotify: https://open.spotify.com/show/1u1JyRKH8JYFjhBkvTUOAP
Apple: https://apple.co/4cZ8RMm
My other YouTube Channel: https://www.youtube.com/@lobstercap
More
Factories don’t buy hype. They buy uptime. In this episode, YC-backed Cerrion CEO Karim Saleh explains why industrial computer vision is one of YC’s most underrated AI wedges, and why it can beat flashier “copilot” markets on sheer dollar-weight and defensibility. Karim breaks down how Cerrion deploys camera-based AI agents to detect production issues in real time, why manufacturing is a $20T opportunity, and what most investors get wrong about selling into factories. If you’re building “real-world AI,” this is the playbook… from five paid pilots before code to scaling via workflows, not dashboards. What you’ll learn: Why YC keeps funding industrial computer vision (even across hype cycles)The technical truth: every factory is different… and why VLMs change the gameThe go-to-market wedge that wins: small scope → fast ROI → expansion (NRR)How Cerrion embeds into daily factory workflows (shift meetings, handovers, owners)The biggest investor myth about manufacturing sales cycles, and the real unlockWhy competition-heavy AI markets are a trap (and what to build instead) 📌 Watch now and subscribe for more smart, fast, founder-first interviews. Chapters: 00:00 Introduction to the Manufacturing Market Opportunity 00:38 Welcome to Lobster Talks 01:11 Introducing Karim Saleh and Cerrion 02:16 The Evolution of AI in Manufacturing 03:47 Challenges and Solutions in Industrial AI 05:40 The Impact of US Reindustrialization 08:44 Customer Success and Expansion Strategies 15:44 Fundraising and Market Trends 26:07 Future of Industrial AI and YC Insights 36:07 Conclusion and Final Thoughts 🎧 Listen on the go: Spotify: https://open.spotify.com/show/1u1JyRKH8JYFjhBkvTUOAP Apple: https://apple.co/4cZ8RMm My other YouTube Channel: https://www.youtube.com/@lobstercap