Software & Middleware
MoveIt
MoveIt is the standard open-source motion planning framework for ROS, providing manipulation capabilities including sampling-based planning via OMPL, collision checking with FCL, inverse kinematics through pluggable solvers, planning scene management, and trajectory execution. MoveIt 2 ports the framework to ROS 2 and adds MoveIt Servo for real-time Cartesian teleoperation. It is configured per-robot from a URDF/SRDF description via a setup assistant.
Why it matters for physical AI
A shared, robot-agnostic planning stack lets teams stand up collision-aware manipulation on new arms in days, and it commonly provides the safe motion layer around learned grasp and skill policies.
Related terms
Build physical AI
Put these concepts to work on real hardware
Axol is a dual-arm robot built for physical AI — teleoperate it, collect demonstrations, and deploy learned policies out of the box.