Egocentric Data for a Robot Foundation Model

A frontier robotics team needed diverse egocentric manipulation data to pretrain a cross-embodiment VLA. Tbrain ran the Tbrain Capture Pack (MK-001) across home, market, and workshop environments, synchronized capture against a hardware clock, auto-filtered broken demonstrations with AI-native QC, and delivered everything in RLDS / LeRobot format.