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Machina Labs

Category: Robotics / Embodied AI

An AI-driven manufacturing platform that utilizes robotic incremental forming to produce complex sheet metal parts without the need for custom tooling or dies. Machina Labs was founded in 2019. The company is led by Edward Mehr. Based in Chatsworth, USA. Team size: 50-100. Total funding raised: $47.6M. Latest round: Series B. Key investors include ["NVentures (NVIDIA)","Innovation Endeavors","Lockheed Martin Ventures","Yamaha Motor Ventures","Insight Partners","Embark Ventures"].

Founded
2019
Headquarters
Chatsworth, USA
Team size
50-100
Total funding
$47.6M

Value proposition

Reduces manufacturing lead times from months to days and eliminates millions in tooling costs by replacing rigid hardware with flexible, software-defined robotic 'craftsmen'.

Products and solutions

["RoboCraftsman™ Platform (AI-driven robotic forming cells)","Machina Deployable System (Portable, on-site manufacturing units)","AI Process Models (Closed-loop control software for material forming)","Toolless Sheet Metal Forming & Finishing Services"]

Unique value

Uses 'Robotic Incremental Forming' (RIF) where 7-axis robots manipulate metal like a blacksmith, guided by real-time AI sensors rather than fixed molds.

Target customer

Original Equipment Manufacturers (OEMs) in aerospace, defense, and automotive sectors; government defense agencies (e.g., U.S. Air Force).

Industries served

["Aerospace & Space (Hypersonics, Satellites)","Defense (Aircraft sustainment, Missile structures)","Automotive (Rapid prototyping, Custom body panels)","Energy & Marine (Large structural components)"]

Technology advantage

Software-defined factory architecture allows for 'click-to-manufacture' agility, enabling rapid iteration and the production of legacy parts where original tooling no longer exists.

How they differentiate

Utilizes 'Robotic Incremental Forming' (RIF) which uses AI-driven robots to physically shape sheet metal without custom dies or molds, offering a faster alternative to 3D printing and a cheaper alternative to traditional stamping for low-to-medium volumes.

Main competitors

["Hadrian","Relativity Space","Path Robotics"]

Key partnerships

["NVIDIA (NVentures) - AI and simulation integration","Lockheed Martin Ventures - Defense and aerospace applications","U.S. Air Force (AFRL/RSO) - Aircraft sustainment and maintenance","Toyota (Woven Capital) - Custom automotive manufacturing pilots","Yamaha Motor Ventures - Industrial automation collaboration"]

Notable customers

["U.S. Air Force (AFRL)","NASA","Lockheed Martin","Yamaha","U.S. Marine Corps"]

Major milestones

["Founded in 2019 by former SpaceX and Relativity Space engineers","Closed $14M Series A led by Innovation Endeavors in 2021","Secured $32M Series B led by NVIDIA's NVentures in 2023","Awarded U.S. Air Force contract to develop deployable, containerized manufacturing cells in 2024"]

Growth metrics

Scaled to 70+ employees; operates a 20,000 sq. ft. production facility in Chatsworth; transitioned from R&D to active commercial and defense production contracts.

Market positioning

High-end Industry 4.0 and Defense-Tech pioneer focusing on software-defined manufacturing for aerospace and heavy industry.

Geographic focus

North America (Primary focus on U.S. Defense and Aerospace), with strategic partnerships in Japan.

Patents and IP

Holds a patented manufacturing platform for robotic sheet forming; at least 3 distinct patents filed covering robotic control and material characterization.

About Edward Mehr

Edward Mehr is a specialist in software-defined manufacturing with a background in aerospace and AI. He was an early employee at SpaceX (Software Engineer) and Relativity Space (Software Engineer), where he focused on additive manufacturing and automation. His experience also includes software engineering roles at Google, Microsoft, and Sony.

Official website: