One exhaustive sensor stack on every operator - egocentric and wrist cameras, SLAM, IMU, motion capture, and tactile - feeding an internal VLA loop that turns raw human behavior into the most advanced robot-ready training data shipping today.
Every device is custom-built for VLA-grade data. No consumer compromises, no off-the- shelf approximations - just precise, repeatable signal.
Because we know what training pipelines actually consume, we shape datasets to that signal - task diversity, contact moments, failure recovery - instead of dumping bytes.
Every clip is structured, labelled, and verified by trained annotators before it ever reaches a partner training run.
Our internal VLA tells us where the data is weak. We send capture operators back into the world to fill the gaps. Repeat.