Presented new techniques for development of huge databases, together with some heuristic models have enhanced the capabilities of Decision support systems to support managers in all levels of organizations. The research applies rough set theory for data mining for decision making process in a Decision support systems, by concentrates on individual objects rather than population of the objects.