Communication between heterogeneous systems is difficult to be achieved without affecting the existing systems in Enterprise Application Integration. A kind of dynamic web services publishing software based on CXF is proposed in this paper. The purpose of this software are twofold. Firstly, it encapsulates specified data called by other systems into web service published dynamically which unifies customization among heterogeneous systems. Secondly, the function of service monitoring provided allows users to get the real-time information of published web services. The proposal software has been deployed in a Chinese large-scale military enterprise. Practice in the enterprise shows that the software can simplify web service development, quickly build a web service which encapsulates large amounts of data, and achieve information sharing within the enterprise environment.