Capturing the physical world for AI.

We build video and audio datasets from real-world environments, the places and tasks AI has never seen.


AI has read the internet. It hasn't lived in it. The way a plumber diagnoses a pipe, a nurse moves through a ward, a chef preps a line. This world is largely invisible to AI. That's the gap we're filling.


What we do

We collect and label video and audio data across everyday activities and blue-collar work.

Our datasets are human-labeled, context-rich, and built for the next generation of embodied and agentic AI. The models that need to understand how the real world actually works.


Get in touch

For Researchers

Looking for grounded, real-world datasets? Email us for samples and early access.

Email us

For Operators

Work in a trade or hands-on profession? Join our network and help build the physical AI frontier.