The AI Gold Rush Isn’t SaaS. It’s Factories

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 game
• The 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 unlock
• Why competition-heavy AI markets are a trap (and what to build instead)

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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