Robotics & Automation · Projected milestone
Humanoids on full factory shifts
80% by 2030 · including earlier years
The year is an editorial timing estimate. The percentage applies to occurrence by the stated deadline. These estimates are not calibrated odds.
Humanoid robots work full paid shifts on car and electronics lines next to people, not just pilots.
Explore this milestone on the interactive mapWhat the forecast means
Milestone stage: deployment
demonstrated
Repeated productive industrial manipulation in a customer factory; broad commercial staffing is a distinct event.
Completion criteria: At least two unrelated customer factories report regular paid service or purchased-robot production use across three months, with shift length, productive time, interventions, safety stops and maintenance disclosed. Routine battery changes are allowed; concealed teleoperation is not.
This page describes a forecast, rather than an achieved result. Read the methodology and assumptions.
Built on
Led to
- Hotels run by robots and AIForecast · ~2031enables
- Lights-out car factoryForecast · ~2032enables
- Robot hair salonsForecast · ~2032enables
- Remote robot jobsForecast · ~2035enables
- Fully automated livestock farmsForecast · ~2040enables
- Billions of humanoid robotsForecast · ~2044enables
- Robot crews build megastructuresForecast · ~2065enables
Sources & evidence
- BMW Group advances Physical AI with Figure 03 in Spartanburg 2026-06-25
BMW describes the completed Figure 02 production pilot and a new Figure 03 logistics use case. A pilot doing productive work is strong capability evidence; the announcement does not establish broad routine commercial staffing.
- Helix 2.5: Zero-shot generalization across 30 homes 2026-09-17
Figure reports three trained behaviors tested in thirty unseen homes without home-specific tuning, with aggregate whole-task success increasing from 9% to 56%. This is meaningful transfer and still falls short of dependable general household autonomy.
Record reviewed 2026-10-18