// Physical-world data for robotics & world models
The world’s physical work, recorded for the machines that will learn it.
The training data for robots and world models. Egocentric manipulation, long-horizon work footage, agricultural machine telemetry and industrial video. Time-synchronized, annotated, consented and de-identified, delivered in the formats your training stack already reads.
Illustrative renders, not customer data.
[01] Products
Four data lines, one delivery pipeline.
Licensed off the shelf or collected to your specification. Volume, exclusivity and pricing are quoted per request.
[02] Custom collection
Specify the scene, task and embodiment. We collect it.
For teams that need coverage their current data lacks: a new environment, a new task family, or a sensor rig matched to their robot.
- 01 / SPEC
Specification
Environments, object sets, task taxonomy, sensor configuration, episode count and acceptance criteria.
- 02 / PILOT
Pilot batch
A small paid pilot so you can validate quality and format in your own training pipeline before scaling.
- 03 / COLLECT
Collection
Trained operators on calibrated rigs, with daily throughput reporting and spot-check access.
- 04 / QA
QA & annotation
Sync and calibration checks, frame-drop audits, human-reviewed labels and success/failure tagging.
- 05 / SHIP
Delivery
Cloud bucket or physical drive, in your schema, with a datasheet and per-episode provenance.
[03] Compliance
Collected with consent. Delivered with provenance.
Informed consent
Every operator and worker signs a release covering recording and model training, and is compensated for their time.
On-site de-identification
Industrial footage is anonymized inside the partner facility. Faces, bodies, badges and signage are redacted before any data leaves.
Clear licensing
Commercial training licenses with defined scope, optional exclusivity windows, and a per-episode audit trail.
[04] Request a sample
Tell us what you are training.
We reply with a sample episode, a datasheet and a quote. Sample data is shared by email after a short call.