The U.S. manufacturing industry stands at a pivotal moment: either attempt to match the scale and efficiency of established global leaders or leap ahead by embracing the next generation of production technology. Edward Mehr, founder of robotics startup Machina Labs, is betting on the latter. His vision is clear: America’s reindustrialization must be decentralized and adaptable, not a replication of China’s centralized, large-scale factories. “It’s going to be a miracle to catch up if you want to replicate what they have,” Mehr said. “It’s just not the right chess move. We need to try to see if we can leapfrog and then do the next generation.” While robotics in manufacturing is still in its early stages—Mehr estimates the industry is about five years away from a breakthrough comparable to ChatGPT—the momentum is building. Companies like Tesla and Amazon are already investing heavily in automation. The stakes are high: the global manufacturing sector is worth trillions, and even modest gains in efficiency can translate into massive competitive advantages. But success demands immediate impact. If a robot doesn’t reduce costs or improve output right away, it’s unlikely to gain traction. (Amazon’s recent Blue Jay warehouse robot is a case in point—despite its potential, it has faced challenges in proving its value at scale.) Machina Labs focuses on producing complex metal components for defense, aerospace, and automotive markets. Its edge lies in two key innovations. First, its robots can switch between different manufacturing tasks without requiring time-consuming retooling—a major bottleneck in traditional production. Second, the robotic systems are portable, eliminating the need to design custom factories for each product line. This flexibility allows rapid deployment and adaptation to changing demands. The company is not alone in pursuing flexibility and portability, but Mehr says Machina Labs is going further by reimagining manufacturing processes from the ground up. “If you go to our factory, things are being built in a way that you cannot see in any other place,” he said. Now, the startup must prove its model at scale. It recently closed a $124 million Series C funding round led by investors including Lockheed Martin Ventures and Toyota’s venture arm. The capital will go toward building a new 200,000-square-foot facility equipped with 50 robots. The plant will initially serve Lockheed Martin, aiming to produce several thousand metal structures annually—far beyond the current output of a few hundred from its smaller facility, which runs just 10 robots. But what about the human workforce? As AI reshapes white-collar jobs, concerns are growing about automation’s impact on blue-collar workers. Machina Labs’ new factory will employ about 150 people—roughly the same number as a traditional factory with no robots. The roles have evolved, but workers aren’t resisting. In fact, internal surveys show high engagement and enthusiasm. “You’re working with robots. You’re working with software. Compared to previously, you had these instructions. You'd follow it daily, over and over again,” Mehr explained. “Now, you almost feel like you're playing a game.”