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How Machina Labs Compressed 4-Year Lead Times Into 1 Week
About Ed Mehr
Ed Mehr is the CEO and co-founder of Machina Labs. A builder since childhood (he attended a school that emphasized welding, carpentry, and craft) Ed started his career in software before crossing over into hardware as an early engineer at SpaceX in the early 2010s. The cultural shock of moving from “ship a prototype in days” software to “wait months for a single iteration” hardware became the founding wound that drove him toward agile manufacturing. After SpaceX, he joined Relativity Space to work on 3D-printed launch vehicles, then founded Machina Labs to build the missing infrastructure he believed was the real bottleneck to America’s next industrial age: a general-purpose manufacturing platform that didn’t require part-specific tooling or CapEx. He’s a self-described capitalist and car guy, and prints small batches of his own shirts when an idea strikes him. Kinda badass.
About Machina Labs
Machina Labs is building “RoboCraftsman.” These are autonomous robotic cells that form sheet metal parts the way a potter shapes clay. Two robots come at a flat sheet of metal from either side and progressively deform it into complex 3D geometries, eliminating the need for the dies, molds, and multi-story stamping presses that have defined sheet metal manufacturing for a century. The company serves a dual-use customer base spanning commercial (Toyota is both a major customer and an investor) and defense (Air Force depots, missile primes, NASA). Machina has already deployed production cells at Air Force depots, where they’re making C-130 panels and other legacy aircraft parts that previously required hunting down donor airframes in junkyards or waiting four years for new tooling. The company is roughly 70–80 people, hiring aggressively, and approaching the end of qualification testing with parts on track to fly soon. Machina is now entering its scale phase, and Ed teases that a missile-program prime announcement is imminent…
For more on Machina:
* Careers: machinalabs.ai/careers
* Follow Ed: X | LinkedIn
For more Crossing the Valley:
* Follow Noah: https://www.linkedin.com/in/noahsheinbaum/
* Substack: valleycrossers.com
* YouTube: https://youtu.be/_WN-GJaCbGs
By Frontdoor Defense5
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How Machina Labs Compressed 4-Year Lead Times Into 1 Week
About Ed Mehr
Ed Mehr is the CEO and co-founder of Machina Labs. A builder since childhood (he attended a school that emphasized welding, carpentry, and craft) Ed started his career in software before crossing over into hardware as an early engineer at SpaceX in the early 2010s. The cultural shock of moving from “ship a prototype in days” software to “wait months for a single iteration” hardware became the founding wound that drove him toward agile manufacturing. After SpaceX, he joined Relativity Space to work on 3D-printed launch vehicles, then founded Machina Labs to build the missing infrastructure he believed was the real bottleneck to America’s next industrial age: a general-purpose manufacturing platform that didn’t require part-specific tooling or CapEx. He’s a self-described capitalist and car guy, and prints small batches of his own shirts when an idea strikes him. Kinda badass.
About Machina Labs
Machina Labs is building “RoboCraftsman.” These are autonomous robotic cells that form sheet metal parts the way a potter shapes clay. Two robots come at a flat sheet of metal from either side and progressively deform it into complex 3D geometries, eliminating the need for the dies, molds, and multi-story stamping presses that have defined sheet metal manufacturing for a century. The company serves a dual-use customer base spanning commercial (Toyota is both a major customer and an investor) and defense (Air Force depots, missile primes, NASA). Machina has already deployed production cells at Air Force depots, where they’re making C-130 panels and other legacy aircraft parts that previously required hunting down donor airframes in junkyards or waiting four years for new tooling. The company is roughly 70–80 people, hiring aggressively, and approaching the end of qualification testing with parts on track to fly soon. Machina is now entering its scale phase, and Ed teases that a missile-program prime announcement is imminent…
For more on Machina:
* Careers: machinalabs.ai/careers
* Follow Ed: X | LinkedIn
For more Crossing the Valley:
* Follow Noah: https://www.linkedin.com/in/noahsheinbaum/
* Substack: valleycrossers.com
* YouTube: https://youtu.be/_WN-GJaCbGs

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