Predictive inventory: right stock, right place, lower costs. Reactive logistics has a cost that most people only see after the fact. You ordered too late, the carrier rate spiked, you paid a premium to get the truck on Friday instead of Wednesday, and by the time the invoice lands nobody can quite explain why the number is that high. It just... happened. Predictive planning is not a magic fix, but it does one thing really well: it moves the decision point earlier. When your s

A e-commerce warehouse layout designed around full-case replenishment does not automatically work for e-commerce. Most DCs that try to run both end up doing neither well. The reason is simple: bulk fulfillment moves volume in large chunks, predictably, with wide lanes and deep rack. E-commerce moves thousands of individual units, unpredictably, and the floor plan that makes the first operation fast will quietly kill the second one. The core problem is pick density. In a tra