Robots don’t run themselves: The workforce powering physical AI
An article published on The Robot Report describes the human workforce required to operate physical AI systems. HireArt president stated that adding these systems to operations calls for key performance indicators beyond throughput.
The point applies directly to robotics, drone, and automation coordination, where human tasks such as monitoring, maintenance, and exception handling remain part of daily workflows. Logistics and AI-agent teams therefore face the task of aligning machine output with the metrics used to manage that human support.
One practical implication is that existing throughput-focused dashboards may need expansion to capture the combined performance of people and physical AI assets.