Innovation is at the heart of Schneider Electric’s strategy to accelerate digital transformation in an increasingly electric world. Integrating Artificial Intelligence, directly where a signal becomes data, allows us to ensure a better understanding of how our equipment operate throughout its lifetime, hence providing a better quality of service to our customers. Using Machine Learning libraries developed with Cartesiam’s NanoEdge AI Studio, we were able to anticipate behaviors that were previously difficult to detect. An AI that is simple to implement and directly integrated into the heart of our equipment is an important added value in future developments.