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Machina Labs

HardwareChatsworth, USAFounded 2019· One of 1739 Hardware companies tracked by AMPulse

An AI-driven manufacturing company utilizing 'robotic blacksmithing' to produce complex, finished metal parts without the need for expensive custom tooling or dies.

CEO / Founder
Edward Mehr
Team Size
51-200
Stage
Active
Total Funding
$296.3M
Latest Round
Series C
Key Investors
NVentures (NVIDIA), Innovation Endeavors, Lockheed Martin Ventures, Woven Capital (Toyota), Strategic Development Fund (SDF)

Technology & Products

Key Products

RoboCraftsman platform (AI-driven robotic sheet forming), Machina Deployable System (portable robotic system for digital forming).

Technological Advantage

Combines advanced robotics with a proprietary AI 'digital twin' that uses real-time sensor data to predict and compensate for material spring-back, ensuring high-precision results in software-defined factories.

Differentiation

Value Proposition

Reduces production lead times from months to days by eliminating design-specific tooling, enabling rapid iteration and cost-effective high-mix, low-volume manufacturing.

How They Differentiate

Proprietary 'Robotic Blacksmithing' technology that uses AI-driven synchronized robots to form sheet metal without custom dies or tooling, reducing lead times from months to days.

Market & Competition

Target Customers

Aerospace OEMs, defense contractors, automotive manufacturers, space exploration companies, and industrial equipment providers.

Industry Verticals

["Aerospace","Defense","Automotive (Advanced Mobility)","Space Exploration","Energy & Marine"]

Competitors

Hadrian, Divergent, SAEKI.

Growth & Milestones

Growth Metrics

90+ employees; Estimated $15M-$25M ARR; Expansion into UAE and Canada.

Major Milestones

["Closed $124M Series C in Feb 2026 to scale defense infrastructure","Secured multi-year U.S. Air Force contract for aircraft sustainment and part qualification","Winner of RBR50 Robotics Innovation Award"]

Notable Customers

Lockheed Martin, Toyota.

https://www.machinalabs.ai

Recent coverage of Machina Labs

Why this company matters

Machina Labs occupies a distinct position in metal forming by eliminating the need for expensive, part-specific tooling and dies. Its 'Robotic Blacksmithing' process uses two synchronized robotic arms to incrementally shape sheet metal based on software instructions, enabling rapid iteration and cost-effective production for high-mix, low-volume runs. This contrasts with traditional stamping or hydroforming, which require months of lead time and significant capital expenditure for each new die set.

The core platform, RoboCraftsman, combines industrial robotics with a proprietary AI digital twin that ingests real-time sensor data to predict and compensate for material spring-back. This closed-loop control ensures dimensional accuracy without physical molds. The company also offers the Machina Deployable System, a portable robotic forming unit for field or distributed manufacturing. The process works with common aerospace and automotive alloys, including aluminum and titanium sheet.

Machina Labs targets aerospace primes, defense contractors, space exploration companies, and automotive OEMs. Named customers include Lockheed Martin and Toyota. The company has secured strategic investment and pilot programs from Lockheed Martin Ventures, NVIDIA's NVentures, Toyota's Woven Capital, and the U.S. Air Force Research Laboratory. A Series C round of $124 million closed in early 2026, with plans to scale defense production infrastructure and expand into the UAE and Canada.

The company's primary competitive moat lies in its proprietary combination of AI-driven process control and die-less forming, which is difficult to replicate without deep expertise in both robotics and material science. Competitors such as Hadrian, Divergent, and SAEKI pursue adjacent but distinct approaches to automated manufacturing. The key open question is whether Machina Labs can scale its process to higher throughput and larger part sizes while maintaining the precision required for critical aerospace and defense applications.