Key takeaway
Robotics is moving toward physical AI: machines, cameras, arms, vehicles and inspection systems that can perceive, reason and act with more intelligence. SMEs should not start by asking whether they need a robot. They should ask which physical task is repetitive, costly, slow, risky or hard to verify.
Signals
NVIDIA announced JetPack 7.2 and NemoClaw support for Jetson, positioning edge devices for agentic AI in robotics, inspection and industrial automation. NVIDIA Research highlighted work in grasping, autonomous driving and agent training. Intel is also framing Computex 2026 around physical AI, edge and robotics.
SME approach
Start with detection before full automation: visual inspection, inventory checks, maintenance assistance, camera-based alerts or field data collection. Build a lightweight proof of concept, measure value and keep human validation before investing in expensive hardware.