Siemens Industrial Edge makes it possible to quickly develop artificial intelligence and bring it into production immediately. Here we show the cooperation between Siemens AG and CERN openlab in the implementation of a fully automated, AI-based software for the predictive maintenance of the currently most powerful particle accelerator in the world.