About

We collect the physical-world data robots need to learn

Policies fall over when the data is thin, synthetic-only, or loosely labeled. We are a robotics data collection company. We capture real demonstrations for embodied AI, imitation learning, and foundation model work.

Why outsource

Why robotics teams outsource data collection

In-house collection competes with research and product timelines. Scouting sites, recruiting demonstrators, syncing RGB-D, labeling actions, and validating episodes is a full operations function. That is the work we take on for your embodiment and task distribution.

Principles

What we believe about robot training data

  • Real demonstrations beat purely synthetic data for contact-rich manipulation
  • Format compatibility (LeRobot, RLDS, HDF5) is part of data quality
  • Validation and provenance belong in every release, not as an afterthought
  • Custom, exclusive datasets are often required for competitive advantage

How we work

Capture, annotate, validate, deliver

We combine calibrated hardware setups, structured task protocols, annotation standards, and delivery formats that engineering teams can drop into LeRobot and related training stacks. Details live on our process and services pages.

Talk to our team

Want to know if we can collect for your robot and task set?