Ask any demand planner about their greatest challenges today, and you will often hear the reply, “Do more with less.” Companies are constantly challenged to plan with greater accuracy against a backdrop of rapidly changing market conditions. This paper outlines methods to derive detailed shipment plans based upon point-of-sale (POS or consumption) data -- all while reducing forecasting errors and planner workloads in the process.