Lightweight egocentric rigs with stereo and wide-angle streams. Captures what the hands see, where the gaze goes, and how the scene changes during manipulation.

Wearable surface electromyography that records forearm muscle activation. Turns intent into signal before the fingers move.

Sensorized gloves that measure contact pressure, slip, and force distribution across the palm and fingertips.

Inertial measurement units track wrist angle, arm motion, and torso pose — the kinematic context behind every grasp.

Modular capture stations built for specific environments — factories, kitchens, warehouses, and homes — synchronized to a single clock.

Ruggedized edge unit that time-stamps, compresses, and streams every modality to cloud storage while capture is in progress.