AI acting back on the physical world: industrial and collaborative robots, AMR/AGV mobile robots, humanoid and quadruped platforms, plus the joint modules, controllers and dexterous hands underneath them. This layer turns the compute, perception and algorithms of the five layers below into motion that can actually be signed off - and it is the only layer whose deployment requires a full cell-level safety risk assessment.