Robotics Training Data Collection at Scale | Physical Data
Robotics training data

Physical interaction data for robotics foundation models.

Teleoperation, egocentric capture and custom environments: the demonstration data that trains VLA models and imitation learning policies. This data does not exist online. It is produced by trained operators, with hardware, in real environments under controlled protocol.

TELEOPERATION · CUP MANIPULATION
In production Physical Data · 2026 program
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CAPTURE MODALITIES

Four ways we produce physical interaction data.

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BY USE CASE

One process, tuned to your models.

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Captured

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Trains

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Precision

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PROVENANCE & RIGHTS

Captured, not scraped.

Data is produced by us, with a clean provenance chain and usage rights defined per engagement. Every episode is traceable end to end.

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Pricing

Estimate your dataset.

Billing is per hour of manipulation video collected and validated at QA. Present hours, rejected footage, training and reconfiguration time are never charged.

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100 h50,000 h
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Request a quote →

Estimate only. Final quote may vary. Prices exclude VAT, in euros. Not a quote or a contractual offer.
Let's talk
This one is scoped with our team.

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Contact us →

/// Public estimate for collected video hours only. UMI kits, launch packages, custom environments and exclusivity licences are scoped separately.

Wide shot of a Physical Data production floor with operators running teleoperation and egocentric capture stations
Inside a production floor
2,000+ operators · teleoperation & egocentric capture

FAQ

Straight answers.

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Request a data sample.

Tell us the modality, format and environment you need. We will return a representative sample and scope volume and delivery with you.

Request a data sample → Talk to our team