A sheet product dispenser and method of operation is provided. The sheet product dispenser records usage data and stores the data on a storage device. A dispenser controller uses the usage data to create a model that is used to determine a predicted depletion date. The depletion date is provided as feedback to an operator to allow the operator to more efficiently dispatch maintenance personnel. In one embodiment, the feedback is in the form of a display on the front of the dispenser that displays the predicted depletion date.