One takeaway from IMTS 2026 is that physical AI — systems that learn tasks by watching a human operator rather than through code or teach-pendant routines — has moved from concept to catalog. FANUC reports that it has shipped more than 1,000 robots for physical AI applications since its Tokyo debut; Universal Robots rebuilt its control environment around PolyScope X with native ROS 2 support. Yet a Cisco 2026 State of Industrial AI report cited on the show floor puts the gap in sharp relief: 61% of industrial users are actively deploying physical AI, but only 20% have successfully scaled it. Automation is also becoming a design assumption, not an integration project, with workholding, pallet and machine-tending systems now sold as automation-ready from the factory.