Physical AI in Manufacturing: How computer vision, robotics and edge automation are moving into the real world

Physical AI is taking artificial intelligence beyond software and into factories, hospitals and other real-world environments. Computer vision, spatial systems, robotics and edge computing are enabling machines to interpret and respond to their surroundings. For enterprises, scaling these capabilities depends on reliable infrastructure, safety, integration and clear operational value.