Universal Robots and Scale AI launch the UR AI Trainer

Revealed at GTC 2026, the leader-follower imitation learning platform captures force, motion, and visual data directly on production hardware, closing the gap between AI research labs and factory floors.

Universal Robots has launched the UR AI Trainer, a hardware-software system built in collaboration with Scale AI that allows operators to generate high-fidelity robot training data directly on the same cobots they deploy in production.

Announced at NVIDIA’s GTC 2026 conference in San Jose on 16 March, the system is designed to close what the robotics industry calls the lab-to-factory gap: the practical difficulty of moving AI models trained in controlled research settings into real-world manufacturing environments.

The core mechanism is a leader-follower setup. A human operator physically guides a leader robot through a task, say, packaging a smartphone, while a follower robot mirrors the motion in real time. Throughout each demonstration, the system simultaneously captures motion trajectories, force feedback ...