Artificial intelligence machine automation controllers that allow machine learning and optimisation on the edge with fast and accurate control by synchronizing all EtherCAT devices, such as vision sensors, servo drives, and field devices, and anomaly detection by visualising error locations. NX7 AL Controllers encourage harmonious human-machine co-operation in making data-driven decisions, just in-time maintenance and replacement, minimizing downtime, and reducing production losses.