Egocentric & physical-AI data collection.
The first-person, real-world data that embodied AI, robotics and wearables learn from, collected and annotated end to end.
first-person · embodied · real-world
What we do.
Every task runs through our expert-managed QA pipeline, with PII masked and a reason recorded on every item.
Hero capability
Egocentric & physical-AI data
First-person head- and wrist-mounted video, teleoperation, manipulation and real-world task data for robots, humanoids and AR. A capability most data vendors don't offer.

Also supported
POI & geo-referenced field data
Points of interest and location-tagged capture.
Multilingual speech & audio
Collection across languages, accents and environments.
UI / screenshot / document capture
Interface and document data on demand.
Modalities & techniques
egocentric video
teleoperation
audio / speech
geo / POI
screenshot
From first-person capture to labeled, consent-cleared datasets, collected end to end.
Egocentric proof points in progress: 1–2 named examples to be added.
FAQ.
The questions clients ask us most about data collection.
Head-mounted and wrist-mounted cameras, teleoperation rigs and embodied platforms; we match your hardware and capture protocol.
Yes, we source contributors and locations to your spec across APAC, EMEA and LATAM.
Informed consent on every contributor, PII masking by default, and a documented chain of custody.
Let's talk
Tell us what you're building.
Send us your data challenge and we'll scope a pilot, usually within a couple of working days.