Hardware · Manipulation Layer

Dexterous Hands

Hands compress actuation, sensing, control, durability, and serviceability into a small but critical subsystem.

Why it matters

Humanoids become commercially useful when they can manipulate the messy world built for human hands. Mobility is necessary, but manipulation is where many workflows become economically relevant.

A robotic hand is a small robot inside the robot: motors, gearing, force control, tactile sensing, control loops, and serviceability are all compressed into a tiny space.

Key questions

Reference

Humanity’s Last Machine — Ch. End Effectors, Tactile Sensors, Screws. Covers end effector design trade-offs (grippers vs dexterous hands vs tool changers), tactile sensing technologies (capacitive, resistive, optical), finger actuator miniaturization, and the precision screw and bearing requirements specific to manipulation subsystems.

Watchlist seed

Shadow Robot, Allegro Hand/Wonik Robotics, Inspire Robots, Unitree Dex hand, Sanctuary AI, GelSight, XELA, Maxon, Faulhaber, Zhaowei, Fortior, and Jiangsu Leili are starting points.

Many exposures are private or indirect, so public market read throughs should be treated carefully.