Despite having relatively predictable demand and high inventories, this industrial manufacturer still suffered occasional shortages of items and had to change production plans and schedules constantly in order to maintain service levels. Operating costs were unnecessarily high and day-to-day running of the supply chain was absorbing a disproportionate amount of management time due to fire-fighting.