AI in manufacturing faces a key challenge: scaling from pilot to production. In this session, we introduce the architectures and approaches for realizing the autonomous factory, showing how the convergence of "Physical AI"—which perceives its environment and acts autonomously—and "Agentic AI"—which executes complex workflows on its own—transforms every stage from design and manufacturing to inspection and delivery.