Physical AI Robots Move From Labs to Factories

The Machina AI Summit revealed physical AI and robotics are entering a new deployment phase, with companies targeting high-value manufacturing and logistics use cases. Key themes included labor shortages, functional safety, cybersecurity, and sustainable business models replacing years of research-only focus. Standout developments included Path Robotics cutting welding time from 150 hours to 9, Boston Dynamics commercializing its Atlas humanoid, and Skild AI building a universal brain for mixed robot fleets. Experts agreed the next phase will be defined by real-world data, measurable ROI, and robots that adapt to unstructured environments.