Machina Labs
Machina Labs builds AI-driven, software-defined robotic factories that use its RoboForming process to produce complex aerospace, defense, and automotive metal structures without dies or molds, serving the U.S. Air Force, NASA, Lockheed Martin, and Toyota.
- Company typePrivate
- Founded2019
- HeadquartersChatsworth, United States
- Headcount51–100
- GTM typeB2B
- OfferingHardware or Manufacturing
What Machina Labs does
Machina Labs is a Los Angeles-based advanced manufacturing company founded in 2019 that builds and operates AI-driven, software-defined robotic factories for forming complex metal structures without traditional dies or molds. Its flagship RoboCraftsman platform integrates proprietary RoboForming (robotic incremental sheet forming), laser scanning, trimming, drilling, and joining inside a single containerized robotic cell powered by closed-loop force, torque, and displacement sensing with machine-learning-driven toolpath generation. The platform forms aluminum, titanium, steels, Inconel, and refractory alloys such as Niobium C103 to sub-millimeter accuracy, with each part linked to a digital twin and digital thread that functions as searchable, transferable "digital tooling."
Machina serves three primary vertical markets: defense and aerospace (U.S. Air Force, Air Force Research Laboratory, Air Force Rapid Sustainment Office, AFWERX, NASA, Lockheed Martin), automotive mass customization (Toyota Motor North America), and emerging applications such as missiles, hypersonics, naval, and energy. Revenue is generated through a mix of capital sales of the Machina Deployable System hardware, managed "Airframes-as-a-Service" deployments on customer premises (Warner Robins AFB, University of Dayton Research Institute), multi-year U.S. Department of War contracts, custom production partnerships, and an emerging international joint venture with EDGE Group's Strategic Development Fund in the UAE.
The company has raised over $200M in disclosed venture funding, including a $124M Series C in February 2026, and holds ITAR registration and CMMC Level 2 certification. Machina currently operates two Los Angeles-area factories and is building a 200,000 sq ft Intelligent Factory with up to 50 RoboCraftsman cells (~115 new jobs), alongside the planned UAE joint venture. The leadership team and technical staff are drawn from SpaceX, Relativity Space, Carbon3D, Novelis, and nTopology.
Machina Labs firmographics
Firmographics- Name
- Machina Labs
- Legal name
- Machina Labs, Inc.
- Website
- https://machinalabs.ai
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Machina Labs builds AI-driven, software-defined robotic factories that use its RoboForming process to produce complex aerospace, defense, and automotive metal structures without dies or molds, serving the U.S. Air Force, NASA, Lockheed Martin, and Toyota.
- Ownership category
- akta.pro rank
Machina Labs industry classification
Industry- Product category
- Advanced Robotic Metal Manufacturing
- NAICS
- Machine Tool Manufacturing (333517), Metalworking Machinery Manufacturing (33351), Agriculture, Construction, and Mining Machinery Manufacturing (3331)
- SIC
- Machine Tools, Metal Cutting Types (3541), Special Industry Machinery, Nec (3559)
- akta.pro primary industry
- Industrial Robots (Articulated, SCARA, Delta, Cartesian) (IMAHAHAA)
- akta.pro secondary industries
- CNC Machine Tools (Turning, Milling, Machining Centers) (IMAHADAA), Industrial Controllers & Control Systems (PLCs, PACs, CNC Controllers) (IMAHAHAH), Manual Machining (Lathe, Mill, Grinding) (EDAOAGAB), Construction & Mining Robotics (HDAAAIAE), Industrial & Warehouse Robotics (HDAAAIAA)
Keywords
Where Machina Labs is headquartered
LocationHeadquarters
- HQ city
- Chatsworth
- HQ country
- United States
- HQ region
- North America
Offices4 records
Markets served
Machina Labs business model
Business model- GTM type
- B2B
- Offering type
- Hardware or Manufacturing
- Cost components
- Technology or R&D, Personnel, Infrastructure, Supply Chain, Marketing or Sales
Revenue model
- Airframes-as-a-Service (Managed Factory Operations): Recurring/retainer-like revenue from operating deployable elastic factories on customer sites or in Machina-operated factories. Machina delivers 'Airframe-as-a-Service through portable, Machina-operated elastic factories' — forming and restoring critical aircraft structures with speed and precision for defense customers, including depots and forward-operating locations.
- RoboCraftsman / Deployable System Hardware Sales: Capital sale of the Machina Deployable System — a portable, stand-alone robotic platform combining two 7-axis robotic arms, tool-changing corral, configurable frame, AI-driven process controls, and proprietary RoboForming. Sold or deployed on-premise to customers (e.g., U.S. Air Force purchased a second RoboCraftsman; AFRL/ARM Institute multiyear contract). Includes product support and integration.
- Custom Production Contracts (Build-to-Print / DFM): Project-based, quote-based revenue from forming and assembling complex metal structures for 'select aerospace, defense, and automotive programs.' Engaged through 'scoped, long-term production partnerships' for emerging applications. Examples include forming parts for Robins AFB/Warner Robins, missile/hypersonic structures for a leading defense prime, and automotive panel pilots (Toyota).
- Defense Contract Awards: Multi-year U.S. Department of War / Air Force / AFRL contracts for AI/ML capability development and sustainment modernization. Programs include the AFWERX TACFI contract ($1.6M, 2023), AFRL/ARM Institute multiyear AI/ML enhancement program (2025), and cumulative $14M in defense contract awards as of April 2025. Includes ITAR-registered operations.
- Strategic Joint Venture / International Deployment: JV revenue with Strategic Development Fund (EDGE Group) in the UAE — potential up to AED 125M (~$35M) for deploying RoboCraftsman-powered intelligent factory technology in the UAE and region. Plans to localize Machina Labs' intelligent, software-defined factory technology for aerospace, defense, and mobility sectors in the Middle East.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Quote-based scoped partnership — Aerospace, Defense & Automotive programs |
| Other | Multi-year contract | Custom Automotive Manufacturing (OEM partnership model) |
Go-to-market motion4 records
Distribution channels5 records
Marketing channels9 records
Machina Labs product offering
Product offeringCore offering
Machina Labs builds and operates intelligent, software-defined factories that turn digital designs into complex metal structures using AI-guided robotics. Its flagship RoboCraftsman™ platform integrates forming, scanning, trimming, drilling, and assembly inside a single robotic cell, employing the proprietary dieless RoboForming™ process to eliminate dedicated tooling. The company delivers this capability through its Los Angeles factories, a portable Deployable System housed in ISO containers, and a planned 200,000 sq ft Intelligent Factory for defense, aerospace, and automotive customers.
Product overview
Machina Labs offers a unified, software-defined manufacturing platform built around its flagship RoboCraftsman system and proprietary RoboForming process. The core RoboCraftsman platform integrates forming, scanning, trimming, drilling, and assembly into a single AI-driven robotic cell and is delivered in two physical forms: the RoboCraftsman Portable Manufacturing Platform (the Machina Deployable System, packaged in two ISO-standard shipping containers for on-premise/depot/forward-base use) and the large-scale Intelligent Factory / Elastic Factory (200,000 sq ft, up to 50 RoboCraftsman cells). These hardware instantiations serve four vertical applications: Automotive Manufacturing (including the Anvil demonstration platform built on a Ford F-150 Lightning), Airframes + Sustainment (Airframes-as-a-Service for the U.S. Air Force RSO, AFRL, Warner Robins ALC, and UDRI), Missiles + Hypersonics (Inconel/refractory-alloy structures, SR-71 demonstrator), and Emerging Applications (naval, energy, immersive design). RoboForming is the patented incremental sheet-forming process at the heart of every product, and AI/ML capabilities extend the platform with automated toolpath generation, closed-loop force/torque control, predictive residual-stress modeling, and digital-thread process intelligence.
Differentiator
Problem solved
Functional benefit
Brands
- RoboCraftsman: Flagship software-defined robotic manufacturing platform (also referred to as the RoboCraftsman cell) that integrates AI-guided forming, scanning, trimming, drilling, welding, and assembly to produce complex metal structures without traditional tooling.
- RoboForming
- Anvil
- Machina Deployable System
- Intelligent Factory
Products and services
- RoboCraftsman Software-defined, AI-driven robotic manufacturing platform that integrates forming, scanning, trimming, drilling, joining, and assembly operations inside a single robotic cell, eliminating the need for dedicated dies or molds. Houses two 7-axis robotic arms on linear rails, a tool-changing corral, and configurable frame with AI-driven process controls.
- RoboForming Patented robotic incremental sheet metal forming process that shapes metal sheets layer-by-layer using digitally programmed toolpaths derived from CAD models; eliminates the need for dedicated dies or molds and enables over 10x reduction in lead time and tooling cost savings exceeding $1M per unique part design. Works with aluminum alloys, steels, titanium, Inconel, and refractory metals such as Niobium C103.
- RoboCraftsman Portable Manufacturing Platform (Machina Deployable System) Second-generation containerized RoboCraftsman that ships in two ISO-standard shipping containers, can be transported on the back of a truck, and begin forming parts days after arrival at any site with power and minimal site preparation. Designed for forward-operating bases, depots, and on-premise deployment.
- Intelligent Factory (Elastic Factory) Software-defined production infrastructure that consolidates forming, welding, and assembly into a single production system; the planned first U.S. Intelligent Factory is 200,000 square feet, houses up to 50 RoboCraftsman cells, and is designed to produce thousands of complex structural assemblies annually for defense, aerospace, and mobility customers.
- Anvil Automotive demonstration platform showing how OEMs and custom builders can rapidly customize and restrike stamped aluminum and steel body panels without new dies or stamping rework; built on the Ford F-150 Lightning base platform with hood, door, and fender configurator options.
- Automotive Manufacturing Application Application of RoboCraftsman/RoboForming to automotive body panels and accessories; enables rapid design iteration and mass customization without dedicated tooling, with active pilot programs with Toyota Motor North America (customized Tacoma tailgate, H2 Tundra panels).
- Airframes + Sustainment Application (Airframes-as-a-Service) Application delivering deployable elastic factories that form mission-critical skins and structures for military aircraft and weapons systems; includes active contracts with U.S. Air Force Rapid Sustainment Office, U.S. Air Force Research Laboratory, Warner Robins Air Logistics Complex, and deployment at the University of Dayton Research Institute.
- Missiles + Hypersonics Application Application of RoboCraftsman for forming thin-walled, high-temperature alloys (Inconel, Niobium C103 refractory) into missile bodies, hypersonic structures, leading edges, skins, and control surfaces; supports classified and restricted programs.
Companies that use Machina Labs
Customer profileNamed customers9 records
Segments4 records
Ideal customer profiles4 records
Machina Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability10 records
Feature7 records
Machina Labs partnerships and signals
Strategic signalScale indicators11 records
Recent moves8 records
Expansion highlights6 records
Machina Labs competitors and assessment
Company assessmentBroad incumbents
- Markforged: Markforged provides industrial metal and composite 3D printing systems used across aerospace, defense, and automotive. Comparable as a digital-manufacturing platform competing for the same strategic priority of distributed, software-defined part production in metal.
- EOS GmbH: EOS is a long-established industrial 3D printing vendor for metals and polymers, with deep aerospace/defense penetration. Competes with Machina for tool-free production of complex metal parts across aerospace primes, though via additive rather than formative processes.
- Desktop Metal: Desktop Metal offers a portfolio of metal additive manufacturing systems targeting automotive, aerospace, and industrial customers. Comparable in the broader digital manufacturing narrative around eliminating tooling and enabling distributed production, though distinct in process technology.
- Velo3D: Velo3D is an established metal additive manufacturing platform serving aerospace and defense customers with complex, high-value parts. Overlaps with Machina on aerospace/defense customers and tool-free complexity, though delivers via laser powder-bed fusion rather than incremental sheet forming.
Direct peers
- Hadrian Industries: Hadrian is building automated, software-defined precision machining factories (Factory-as-a-Service) primarily serving aerospace and defense primes. Closely comparable in go-to-market (defense primes, Air Force ecosystem), business model (software-defined factory-as-a-service), and capital intensity profile.
- VulcanForms: VulcanForms builds and operates fully digital, software-defined metal additive manufacturing factories for critical industrial parts — a near-direct analogue to Machina's RoboCraftsman platform and Intelligent Factory thesis, serving aerospace and defense customers with vertically integrated automated production.
- Divergent Technologies: Divergent uses digital manufacturing and additive processes to produce complex automotive and aerospace metal structures without traditional tooling — same 'tool-free, software-defined factory' thesis as Machina, with similar strategic focus on mass-customization in automotive and structural parts in aerospace/defense.
Emerging players
- Arris Composites: Arris builds automated, software-defined factories for advanced composites, with deep overlap into aerospace and defense structural parts — directly comparable to Machina's defense-sustainment thesis but for composites rather than metal sheet forming, and targeting many of the same primes.
- Fabric8Labs: Fabric8Labs uses electrochemical additive manufacturing to produce metal parts at scale, targeting aerospace, defense, and semiconductor customers. Comparable as an emerging software-defined metal manufacturing platform, though focused on a different additive process (ECAM vs. robotic incremental sheet forming).
Others
- Carbon (now part of Stratasys): Carbon pioneered digital manufacturing with proprietary polymer processes (DLS) and is now part of Stratasys. Comparable as a peer in Machina's own team pedigree (Carbon3D alumni) and in the broader software-defined, AI-driven manufacturing narrative, though operating in polymers rather than metal forming.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks7 records
Key highlights7 records
Customer concentration
Machina Labs social profiles
Digital presenceMachina Labs compliance and trust
Trust signalCompliance5 records
Machina Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
Machina Labs leadership team
Management profileNumber of profiles
Profiles10 records
Machina Labs subsidiaries and ownership
Company hierarchySubsidiaries1 record
Machina Labs funding detail
Funding detailFunding overview
Funding rounds8 records
Investors18 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Machina Labs M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Machina Labs
What does Machina Labs do?
Machina Labs builds and operates intelligent, software-defined factories that turn digital designs into complex metal structures using AI-guided robotics. Its flagship RoboCraftsman™ platform integrates forming, scanning, trimming, drilling, and assembly inside a single robotic cell, employing the proprietary dieless RoboForming™ process to eliminate dedicated tooling. The company delivers this capability through its Los Angeles factories, a portable Deployable System housed in ISO containers, and a planned 200,000 sq ft Intelligent Factory for defense, aerospace, and automotive customers.
Is Machina Labs a public or private company?
Machina Labs is a private company. It is classified as venture growth investor backed and is currently operating.
When was Machina Labs founded?
Machina Labs was founded in 2019. It employs 51 to 100 people.
Where is Machina Labs based?
Machina Labs is headquartered in Chatsworth, United States, in the North America region.
How does Machina Labs make money?
Five revenue lines are on record. Airframes-as-a-Service (Managed Factory Operations) is the primary driver. The others are roboCraftsman / Deployable System Hardware Sales, custom Production Contracts (Build-to-Print / DFM), defense Contract Awards and strategic Joint Venture / International Deployment.
Who are Machina Labs's main competitors?
Broad incumbents on record are Markforged, EOS GmbH, Desktop Metal and Velo3D. Direct peers are Hadrian Industries, VulcanForms and Divergent Technologies. Emerging players are Arris Composites and Fabric8Labs. Carbon (now part of Stratasys) is listed as an others.
Does Machina Labs have an API?
No public API is recorded for Machina Labs.
What industry is Machina Labs in?
Machina Labs's product category is Advanced Robotic Metal Manufacturing. Its primary akta.pro industry code is IMAHAHAA, Industrial Robots (Articulated, SCARA, Delta, Cartesian), with a secondary code of IMAHADAA, CNC Machine Tools (Turning, Milling, Machining Centers). Its NAICS code is 333517 and its SIC code is 3541.