Collaborative Manufacturing is a new paradigm for the 21st century manufacturing. This paper proposes a service oriented integration framework based on emerging technologies including software agents and Web Services. A software prototype system has been implemented to demonstrate how the proposed service oriented integration framework could be used to establish a dynamic collaborative environment for inter-enterprise collaboration.