Why The Real Bottleneck in Physical AI Isn't the Model—It's Manufacturing

One of the biggest challenges in scaling physical AI systems is the sheer fragmentation of the manufacturing ecosystem. A single robotic platform might draw on dozens of suppliers each with its own lead times, risk variables, and geographic constraints.

Identifying, Developing, and Implementing Automation Solutions in Mid-Size Manufacturing

Our automation work provides opportunities for the upskilling of existing labor through the maintenance and programming of automation solutions and creates cost savings that make increased pay possible.

Carbon Raises Over $260M in Growth Funding Round, Paving the Way for Global Expansion of its Digital Manufacturing Platform

New Funding to Fuel Growth of its Leading Digital Manufacturing Platform Worldwide, Expand on Software Capabilities, and Accelerate Research and Development

ICON, in one of the Largest Seed Rounds for Texas Start-Ups in 2018, Announces $9 Million in Funding

Silicon Valley Heavyweights, Renowned International Developer from the Middle East and Americas Largest Homebuilder Among Investors of Construction Tech Company that Delivered First 3D-printed Home in the U.S. to Receive Building Permit

Desktop Metal gets $115 million investment in 3D printing technology

Andy Rosen for The Boston Globe: The company said the amount represents the largest private haul for any 3D printing company focused on metal. Desktop Metal has now raised $212 million since its launch in 2015.

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Featured Product

OnLogic Karbon 520 Series of Scalable Rugged Computers

OnLogic Karbon 520 Series of Scalable Rugged Computers

The OnLogic Karbon 520 Series of rugged computers is purpose-built to deliver unwavering performance and reliability in the face of extreme temperatures, vibration, and dynamic power conditions. Powered by the latest Intel® Coreâ„¢ Ultra processors and validated by MIL-STD-810H testing, the Karbon 520 Series makes it possible to deploy dependable computing for AI at the edge, advanced automation, or critical remote and in-vehicle applications in even the most challenging environments.

Manufacturing and Automation - Featured Company

Parvalux Electric Motors Ltd

Parvalux Electric Motors Ltd

Parvalux is a leading global manufacturer of geared motor solutions with over 70 years' experience in creating the perfect combination of motor and gearbox to match the customer's application. Whilst we offer thousands of standard options we can easily customize any motor or gearbox to meet your exact requirements at no or minimal extra cost. Our design team can work closely with your own to optimize your solution for your application helping you to secure a genuine competitive advantage in your market. Our products are found in hundreds of applications but we are particularly strong in healthcare, leisure, mobility, transport, and a diverse range of industrial applications.