Traditional tools and techniques have been considered inappropriate for the design and development of individualized decision support systems (DSSs) because these tools only apply to very simple situations and produce a basic model to support only one product. This is quite the opposite, however, with organizational DSSs, which support organizational decision making in complex environments. This article presents a case study of the successful development of a complex organizational decision support system using traditional IS tools, techniques, and personnel.