Accompanied with the great changes of information technology and marketing globalization, business processes of enterprise must be dynamically adjusted and optimized, which leads to strict requirement on Business Process Management System. Based on comprehensive study and analysis of existing business process management model, this paper proposes FBPMS (flexible business process management system), which combines knowledge base and semantic web services, to provide support for a variety of dynamic business process and its continual improvement.