Intelligence isn’t the hard part anymore. Real-world data is.
Physical AI can’t learn from data that doesn’t exist yet. The interaction data that makes machines safe is created every day inside live operations, and lost just as fast. This page is the long version of why we think that’s the problem worth solving.
Models trained on web video and simulation break on the contact-rich moments that decide whether a machine is safe to use. The ground truth has to come from the physical world, captured as it actually happens.
EVAPORATES
The interaction data that matters is created every day inside live operations, then lost the instant it’s produced. Nobody captures it cleanly, at scale, across the messy reality of real sites.
Strata captures that data at the moment it’s created, clears it for use, and turns it into something physical AI can actually learn from. That is the whole job, and we do only that.