Digital Backbone: Data, IIoT, and Digital Twins
A compressor that seemed fine revealed micro-stoppages after we instrumented it for vibration and pressure signatures. The IIoT dashboard exposed short, frequent dips that starved downstream machines. Tackling this single constraint lifted flow more than any overtime ever did.
Digital Backbone: Data, IIoT, and Digital Twins
Before rearranging a packaging cell, a team cloned the environment in a digital twin, testing dozens of layouts and changeover sequences in hours. They discovered a counterintuitive fixture angle that cut motion waste, then implemented with confidence and minimal disruption.