Machina Labs vs Emerson Electric
Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $124M Series C in February 2026 backed by Toyota Woven Capital and Lockheed Martin Ventures, launching its first large-scale intelligent factory producing airframe skins, missile structures, and hypersonic components for the U.S. Air Force.
About
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.
Industrial automation leader transformed by Copeland HVAC divestiture ($14B) and NI test equipment acquisition ($8.2B, 2023); $17.5B FY2024 revenue; 55% AspenTech stake for industrial AI optimization.
About
Emerson Electric is a leading global technology and software company focused on industrial automation, process control, and test and measurement solutions, founded in 1890 in Ferguson, Missouri and now headquartered in St. Louis, Missouri, trading on NYSE (EMR). The company generated approximately $17.5 billion in revenues for fiscal year 2024 (ending September 30) under CEO Lal Karsanbhai, who has executed the most dramatic portfolio transformation in Emerson's 130-year history: divesting the InSinkErator and Therm-O-Disc consumer and commercial products businesses, selling a 55% stake in Copeland (HVAC compressors) for $14 billion to create a stand-alone entity, and acquiring National Instruments Corporation (NI) for $8.2 billion in 2023—adding NI's LabVIEW test automation software, PXI modular instruments, and automated test equipment platform to create a differentiated test and measurement capability.
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