Data for the age ofphysical intelligence
We build the infrastructure for advancing intelligence — expert human data, real-world training environments and contextual evaluation for robots and reasoning agents.
Built for frontier AI labs
Intelligence is bottlenecked by data, not compute
Frontier models have consumed the internet. The next leaps come from the physical world and expert human judgment — data that has never been recorded.
The best data is captured, not scraped
We record the real thing: first-person task execution, expert reasoning, edge cases. Deliberate capture beats endless collection.
Human brilliance sets the ceiling
Every dataset is authored and graded by domain specialists. Their expertise becomes the standard that models are measured against.
Three engines. One data flywheel.
First-person data to train robots that act
We capture high-fidelity egocentric footage of real human tasks — the exact perspective embodied systems learn from. A curated corpus for manipulation, navigation and industrial automation.
Annotation graded by domain experts
Multimodal labelling for vision, language and sensor data — with a human-in-the-loop review layer that turns raw signal into training-grade ground truth.
Specialists who build and validate scenarios
A vetted network of hourly experts — accounting, finance, microbiology, zoology, consulting — authoring real-world scenarios and evaluating AI reasoning against their expertise.
