Unplanned downtime costs U.S. manufacturers an estimated $50 billion every year, and many stoppages are tied to material flow disruptions or variability in raw inputs. In powder and bulk solids operations, even a 1-2% shift in moisture or a slight change in particle size can trigger those disruptions, slowing feed rates, destabilizing automated controls and forcing operators into reactive work.