# Machina Labs

**Source:** https://geo.sig.ai/brands/machina-labs  
**Vertical:** Manufacturing  
**Subcategory:** AI-Driven Metal Manufacturing  
**Tier:** Challenger  
**Website:** machinalabs.ai  
**Last Updated:** 2026-04-14

## Summary

Machina Labs is a startup using AI-controlled robotic arms to manufacture complex metal parts through electromagnetic forming — enabling fast prototyping and small-batch aerospace components. HQ: Los Angeles.

## Company Overview

Machina Labs is an advanced manufacturing company that has developed a robotic metal forming process combining AI-controlled robotic arms, force sensing, and electromagnetic forming (EMF) to manufacture complex sheet metal parts without traditional stamping dies. Founded in 2019 by former SpaceX engineers Edward Mehr and Babak Raeisinia, the company's Roboforming technology uses two industrial robot arms, each equipped with a force-sensing forming tool, to precisely shape metal sheets into complex 3D geometries through incremental forming movements controlled by AI path-planning algorithms. Dies — which cost $100,000+ and take months to produce — are eliminated entirely.

The technology addresses a critical bottleneck in aerospace, defense, and automotive manufacturing: producing medium-to-large sheet metal parts (aircraft skins, rocket fairing panels, vehicle body panels) in small quantities. Traditional metal stamping is economical only for large production runs because die tooling costs must be amortized; for 10–1,000 parts, stamping economics don't work. Machina Labs can produce complex curved metal panels in days instead of months, at costs competitive with traditional tooling for small batches.

Machina Labs has raised over $70 million from investors including Khosla Ventures, Eric Schmidt, and defense-focused investors, and has attracted contracts from Boeing, Northrop Grumman, and defense programs requiring rapid part manufacturing. The company's software stack — which learns from each part produced to improve forming accuracy — represents a long-term AI advantage as it accumulates forming data across thousands of geometries and materials. Machina Labs recently expanded into high-strength titanium forming for aerospace applications.

## Frequently Asked Questions

### What does Machina Labs do?
Machina Labs uses AI-controlled robotic arms to form complex sheet metal parts without expensive stamping dies — dramatically reducing cost and time for small-batch aerospace, defense, and automotive parts that would otherwise require months of tooling lead time.

### What is Roboforming?
Roboforming is Machina Labs' technology where two robotic arms incrementally form a flat metal sheet into complex 3D geometries using force-controlled forming tools. AI path-planning controls the robots to achieve precise shapes without dedicated dies.

### Why is die-free metal forming important?
Traditional sheet metal stamping requires expensive dies ($100K–$1M+) that take months to manufacture. For small batches (10–1,000 parts), this is prohibitively expensive. Machina Labs can produce the same parts in days without tooling costs — critical for aerospace prototyping and defense programs.

### Who uses Machina Labs?
Aerospace manufacturers (Boeing, Northrop Grumman), defense programs, and automotive companies use Machina Labs for prototype parts, small-series production, and hard-to-manufacture complex curved surfaces requiring precise geometry without the economics of full die tooling.

### What is Machina Labs' AI-driven metal forming process?
Machina Labs uses robotic dieless forming — two robot arms holding ball-end tools that incrementally shape sheet metal into complex geometries by pushing the material from both sides simultaneously. The process is controlled by AI that adapts the toolpath in real time based on force feedback and 3D scan data, producing complex metal parts without expensive dies.

### What are the advantages of Machina Labs' process over traditional metal stamping?
Traditional metal stamping requires custom dies costing $50,000-$500,000 and weeks to manufacture before a single part is produced. Machina Labs' dieless process eliminates tooling cost entirely — producing the first part directly from a CAD file in hours. This makes low-volume production, prototyping, and design iteration economically viable for aerospace and defense customers.

### What materials and part types does Machina Labs work with?
Machina Labs forms aluminum, titanium, stainless steel, and other sheet metals into complex curved and compound-curved geometries — including aerospace fuselage panels, defense vehicle components, and industrial enclosures. Parts that traditionally required multiple stamping dies or multi-step fabrication can be formed in a single Machina Labs operation.

### Who are Machina Labs' primary customers?
Machina Labs primarily serves aerospace and defense customers — including major defense primes — where low-volume complex metal components are needed quickly and die tooling investment cannot be justified. The company has raised significant venture capital and government contracts validating its technology for defense-critical manufacturing applications.

## Tags

b2b, hardware, manufacturing, ai-powered, startup

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*Data from geo.sig.ai Brand Intelligence Database. Updated 2026-04-14.*