Rockwell's Robots Learn in Virtual Factories Before Hitting the Floor

Rockwell Automation, a major maker of factory equipment, uses a free computer program called Gazebo to create virtual versions of its warehouse robots. These robots, called AMRs (autonomous mobile robots), move goods around factories and warehouses. By testing them in a simulated world first, Rockwell can find and fix problems without stopping real production or risking safety. This means the robots can be deployed faster and work more reliably when they do go live.

Gazebo lets anyone at Rockwell bring up a simulation of multiple robots working together, using the company's OTTO Fleet Manager software. This is like a video game where you can test how robots coordinate to move pallets or assemble products. The benefit is that new ideas can be tried out in hours instead of weeks, and mistakes cost nothing in the virtual world. For you, this could translate to smoother operations at stores and warehouses, leading to fewer stockouts and faster deliveries.

The company will share its approach at a community meeting on November 25, 2026, held online via Google Meet. The meeting is open to everyone, and a recording will be posted on YouTube. However, the talk is aimed at developers and technical folks, so it may include jargon that's hard for a general audience to follow. Still, it offers a peek into how modern factories are becoming more automated and efficient.

In the bigger picture, simulations like this are becoming a standard step in building robots. They allow companies to test scenarios that would be dangerous or expensive in real life, like a robot malfunctioning near workers. As robots become more common in logistics and manufacturing, these virtual rehearsals help ensure they're safe and effective. For consumers, the result is a more resilient supply chain and potentially lower costs.