Data Clean Robotics
Cleaning professional with head camera wiping a desk, service robot in the background

Physical AI · Recorded at the source

Real-world data from professional cleaning operations.

We operate our own professional cleaning company. Data is recorded directly at the source, during regular service work, and delivered as structured, annotated datasets for robotics and Physical AI.

11

data components

10–50h

pilot scope

1,000+h

expansion capacity

8+

target industries

Structured action demonstration

Segmented action sequences

  1. t+00.0s

    Approach workspace

  2. t+03.0s

    Identify surface

  3. t+06.0s

    Pick up cloth

  4. t+09.0s

    Pick up spray

  5. t+12.0s

    Apply spray

  6. t+15.0s

    Wipe surface

  7. t+18.0s

    Reposition cloth

  8. t+21.0s

    Inspect surface

  9. t+24.0s

    Correct missed area

  10. t+27.0s

    Return tools

  11. t+30.0s

    Final state check

Our position

Own operations

Recordings come from our own cleaning company. No intermediaries, no staged scenes.

Adjustable processes

Tasks, sequences, tools and environments can be adapted to your specification.

Structured output

Segmented actions, object labels, success and failure states.

Defined scaling

From a pilot of 10–50 hours to recurring collection.

Next step

Technical discovery call

Define target tasks, schema and delivery format for your pilot.

Start a pilot →