ntelligent Decision Support Systems are developed at an increasing rate. But there exist many problems of integration of AI and DSS, on which we have done some research while developing the intelligent DSS system, NUIDSS. This paper describes its design and implementation, focusing on model description language, knowledge base and inference. A practical decision instance of emerge is also given in the end.