It’s rare to find someone whose career spans 18 years in automotive manufacturing and venture capital, but Charly Mwangi, Partner at Eclipse Ventures, has done exactly that. His journey from the factory floor at Toyota, Nissan, Tesla and Rivian to backing hard tech companies gives him a perspective many VCs don’t have.
We sit down with Charly to explore how first principles thinking (questioning assumptions and getting back to root causes) drives real innovation in manufacturing.
He walks us through Tesla’s early days when they were asking questions nobody in the automotive industry had thought to ask, like whether robots could be programmed to work faster or if there was a better way to design for manufacturing.
The conversation covers what Eclipse looks for in the founders they support, why being scrappy can lead to better manufacturing decisions, and why old manufacturing principles need rethinking as the industry flows in the opposite direction.
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3 Quick Things from this Episode
- Charly emphasizes that many companies tell people to think from first principles in a meeting, but the real question is what happens when you leave that room. First principles aren’t something you do once, it’s an approach that requires permission to take risks, continuity and committing to it completely.
- Manufacturing previously flowed toward low labor cost and economies of scale, but now it’s reversing, which means you can’t depend on old principles and how manufacturing was designed before. Building manufacturing in the U.S. will require rethinking from first principles; more automation, shorter value chains from raw material to finished product, and vertical integration across the entire value stream.
- As a VC, Charly looks for clarity on the problem being solved and founder-problem fit. He advises founders to think through their go-to-market strategy and how their solution integrates into the existing manufacturing ecosystem. Many people come up with great products and ideas that address key problems, but if they haven’t thought through commercialization and how it plugs into a factory’s ecosystem of systems and tools, adoption becomes very difficult.
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Tweetable Quotes
- “I was ten years into my career when Elon was asking questions that had never been asked in automotive before. By forcing us to think about things from a first principle, we started identifying levers like part consolidation that are now commonplace in manufacturing today.”
- “Most folks design a factory as just what’s inside the shell, but then you end up with over-built systems that don’t speak to each other. If you design it as one product, like how a vehicle would be designed, there are more synergistic opportunities to simplify the utilities and make them complimentary.”
- “Manufacturing until recently has always flowed towards low labor costs and consolidation in pursuit of economies of scale. But now it’s flowing in the other direction, so that means you can’t depend on previous principles and how manufacturing has always been designed.”
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What We Discuss with Charly
- How first principles thinking challenges manufacturing assumptions and unlocks innovation
- Why asking “why not?” opens possibilities that “that’s how it’s always been done” closes off
- The critical relationship between product design and manufacturability that many companies overlook
- What Charly learned about manufacturing during his time at Toyota and Nissan
- Why being capital-constrained can force creativity and focus in manufacturing
- The questions Tesla asked that nobody in automotive had thought to ask before
- What Eclipse Ventures looks for in the founders they back and why that matters for hard tech companies
Recommended Resources
- Eclipse Ventures, partnering with entrepreneurs boldly transforming the essential industries that define and propel economies.
- Nexiforge, Reindustrializing America with AI-Powered Factories for Contract Manufacturing.
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