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Robotics & Autonomy·August 22, 2026·1 min read

Robots don’t run themselves: The workforce powering physical AI

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Physical AI adds a second workforce—the humans who deploy, monitor, and maintain robots—where KPIs go beyond throughput. If you’re rolling out robots, budget as much for ops roles, training, and exception handling as for the hardware itself, or your ROI math will be wrong from day one.