Data Clean Robotics

Pilot program

Pilot program

Because we run the cleaning operations ourselves, task definitions and recording procedures can be adjusted directly to your requirements before scaling.

01

Technical briefing

Schema, tasks, hardware and delivery format

→ Align requirements

02

Pilot

Approx. 10–50 hours of selected demonstrations

→ Validate quality and usefulness

03

Expansion

250 / 500 / 1,000+ hours as required

→ Scale collection

Pilot at a glance

Timeline
2–4 weeks from briefing to delivery
Scope
10–50 hours, 2–5 selected tasks
Formats
MP4 + JSON annotations; LeRobot, RLDS or custom on request
Hardware
Head camera 4K/60, optional wrist IMU – or your own devices

What you receive

Raw and processed video · Timestamped action and object labels · Success / failure annotations · Dataset card with schema and provenance · QC report

Tasks available now

Desk and surface wiping · Window cleaning · Bed making · Bathroom cleaning · Floor and stair mopping · Waste and restocking

Commercial model

Pilot and production pricing is quoted after technical requirements are defined. Flexible structures:

Per accepted hour
Per completed demonstration
Per dataset package
Recurring collection program

Next steps

  1. 01Technical discovery call
  2. 02Define target tasks and schema
  3. 03Agree collection and privacy requirements
  4. 04Produce pilot dataset
  5. 05Buyer validation
  6. 06Scale to recurring program

Questions

How is pilot quality assessed?+

Acceptance criteria (label accuracy, completeness, sync) are agreed in the briefing. Recordings that miss them are re-recorded at no cost.

Who owns the data?+

Non-exclusive or exclusive licences are possible; terms are fixed in the contract.

Can tasks be added later?+

Yes. Because we run the operations, new tasks can be included in the next collection cycle.

How is privacy handled?+

No faces in frame, pseudonymised workers, written consent. See Trust page.

Next step

Technical discovery call

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

Start a pilot →