Use cases

Any skilled hands. Any task.

We started with professional cleaning — one of the most underestimated skilled trades, and the first task home robots are being built for. But our model is task-agnostic: wherever there’s a profession built on trained manual work, we can recruit its best practitioners and capture how they actually do it.

  • [Media] POV frame

    Cleaning footage — first-person.

    Home & cleaning

    Vacuuming, surface care, dishwashing, laundry handling, tidying cluttered spaces — the full chore stack in real, imperfect homes.

    Live now

  • Kitchen & food prep

    Cutting, portioning, plating, cleaning as you go — fine manipulation under time pressure.

  • Hospitality & facilities

    Room turnover, restocking, maintenance rounds — structured task sequences across varied layouts.

  • Logistics & light industry

    Picking, packing, sorting, kitting — repetitive precision with high object diversity.

  • Your task here.

    If a human professional can demonstrate it on camera, we can spec it, capture it and annotate it.

    Tell us your task

Tell us the task your robot needs to learn.

We’ll come back with the professionals, environments and capture protocol to match — and a free sample to prove it.

Tell us your task