LOGISTICS PROCESS DIAGNOSTICS is an experience in process and systems thinking. The focus is on inventory optimization [IO] with a goal of minimizing inventory carrying costs [stock piling] while avoiding stock outs. Demand forecasting, accounting for lead times, and batch ordering are techniques for reducing uncertainty and demand variability, but the bullwhip effect cannot be eliminated; it must be accommodated.