To scale enterprise AI efficiently, securely, and cost‑effectively, organizations must shift from accumulating more infrastructure to managing data better, eliminating waste, unifying data foundations, and simplifying stacks. Editor’s note: The stories shared below were originally published on The Data Wire, an independent editorial platform from Everpure that covers the people, ideas, and decisions shaping enterprise data.