This paper discusses the application of a Decision Support System (DSS) for making operational decisions in a food processing industry. A model is developed for determining the optimum production scenario for every week based on the tradeoffs between service levels, costs, inventories, changeovers and capacity. The experiences of the authors in designing, developing, and implementing the Decision Support System are shared in this paper. © 1998 Elsevier Science Ltd. All rights reserved.