29/05/2026
Teaching a robot to work in a real factory is nothing like teaching it in a lab.
In a lab, everything is controlled β the lighting, the surfaces, the sequence of tasks. In a factory, a component might be slightly misaligned. The floor might vibrate. The lighting shifts. A part that looked identical yesterday has a different surface finish today.
That gap between "works in testing" and "works in production" is where most industrial robot deployments quietly fail.
Shanghai Electric's answer: don't simulate the factory. Train inside it.
Our embodied intelligence robots learn directly from real manufacturing environments β collecting data from actual operations, iterating models in the field, and getting tested across eight core production scenarios before they're trusted with the work that matters.
The progression is deliberate: start with inspection rounds and material movement, where consistency is achievable. Then push into precision territory βdetection, assembly, tasks where a millimeter of error has consequences.
And the end goal isn't just smarter individual robots. It's robot teams β units that coordinate, share awareness, and divide complex tasks the way experienced workers do.
Watch the video to see what that looks like on an actual factory floor.