
How AI Is Transforming Industrial Valve Sourcing Without Replacing Engineers
A pump station in Rotterdam flags an anomaly at 3 a.m. No engineer is awake to see it. A sensor caught a vibration pattern nobody programmed it to look for. Six hours later, a maintenance








