Machina Labs
AI-guided robotic sheet metal forming for elastic factories
The product
Machina Labs operates 'elastic factories' — paired 6-axis robots that incrementally form 2D sheet metal into complex 3D parts directly from CAD, layer by layer. The same line handles loading, forming, scanning, trimming, finishing, and assembly, controlled by an AI/ML stack that replaces traditional dies.
The thesis
Traditional sheet-metal tooling is slow, expensive, and rigid. Machina's roboforming approach removes the die altogether, enabling on-demand custom panels for aerospace, defense, and energy. Toyota, NVIDIA, and Lockheed Martin have all backed it — a strong signal the tech is graduating into production.
How it runs
Machina builds and operates software-defined factories composed of reconfigurable RoboCraftsman cells, collaborates with customers on design for manufacturability, and delivers parts and assemblies from first article through full-rate production. It also deploys containerized systems to customer depots and supports long-term, scoped production partnerships.
How it earns
Revenue comes from qualification and manufacturing contracts, long-term production partnerships, and sales or deployment contracts for RoboCraftsman platforms. Public examples include a Lockheed Martin JASSM qualification contract and U.S. Air Force purchases; commercial pricing and contract terms are not disclosed.
Why it wins
Dieless RoboForming uses paired 7-axis robots, tool changing, scanning, trimming, and closed-loop AI control in a reprogrammable cell. The same infrastructure can switch among designs and volumes, retain process provenance as digital twins, and move close to the point of need while preserving wrought-metal properties.
Evidence ledger
- website · 2026-04-27
Machina Labs identifies as a reindustrialization company.
https://machinalabs.ai
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