AV Remote Assistance — The Hidden Human Labor Model Behind Driverless Vehicles
Remote assistance operators monitor every commercial driverless fleet. The vehicles-per-operator ratio is the key economics metric for scaled AV deployment.
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Physical AI Fleet Operations — Remote Assistance, Depot Infrastructure, and the Human-in-the-Loop Cost Behind Driverless
Waymo: 4-plus years of driverless ops across 4 cities. Tesla Robotaxi: early Austin. Remote operator ratio and depot cost are the key unit economics levers.
AV Fleet Operations & Remote Assistance Index — The Human-in-the-Loop Scaling Constraint
Teleoperator ratios, remote assistance infrastructure, and why the human-in-the-loop layer is the hidden bottleneck on AV fleet scaling.