Why Data Efficiency Is the New Scale by Everpure Blog Summary AI infrastructure efficiency helps enterprises reclaim existing storage and compute capacity so they can scale AI faster without new hardware, supply chain delays, or higher energy use. Consider the following scenario: A global logistics company is in mid-crisis. The AI-driven demand forecasting model on which their entire holiday fulfillment strategy depended was consuming 40% more compute than projected.