SERVICESPHYSICAL AI
Training data and modelsfor machines that act.
Managed teleoperation and egocentric video collection on your embodiment, policy training on the corpus we deliver, and simulation where real-world collection is slow or unsafe. Episodes land training-ready in RLDS, HDF5 or ZARR.

WHAT WE DELIVER
Collection is a standalone program. Training and simulation run on top of it.
Robotics data collectionManaged teleoperation and egocentric video, recorded on your embodiment and delivered weekly
Robot model trainingPolicy training on the delivered corpus, evaluated against the acceptance bar you set
Simulation and synthetic dataScene and trajectory generation where real-world collection is slow, unsafe or not yet possible
HOW A PROGRAM RUNS
01Diversity matrix firstYou agree a task diversity matrix with us before collection starts, and every weekly acceptance report breaks deliveries down against it. Thin cells surface that week, not at the end.
02Weekly, not one dropEpisodes ship from the first week. If operator capacity or rig calibration puts a week at risk, you hear about it before the week starts.
03You own the corpusData rights are written into the contract per program. We do not resell collected episodes and we do not fold them into anything we license.

DISCOVERY CALL
“Describe the task and the robot. In 30 minutes you will know how many demonstrations it realistically takes, what acceptance should mean for that task, and whether collection or simulation is the cheaper route.”
Sebastian Mondragon, Founder of Particula Tech
Describe your task30 minutes · no sales deck