Applications

Digital Manufacturing

Digital Manufacturing is the integrated use of computer-based systems, including simulation, 3D modeling, analytics, and connected machines, to design, plan, and execute production. It links product definition to factory-floor equipment such as CNC machines and industrial robots, enabling virtual commissioning, process optimization, and rapid changeover. The approach underpins Industry 4.0 initiatives and increasingly incorporates digital twins of entire production lines.

Why it matters for physical AI

Factories instrumented for digital manufacturing provide the structured data, simulation assets, and connectivity that learning-based robots need for fast integration, making them the most tractable early market for adaptive automation.