This paper presented a data integration architecture consisted of application-layer, interface layer, data integration layer, adapter layer and data layer. Using XML technology to solve data heterogeneous transformation; using web services technology to achieve adapter design used to extract local model and data conversion; using merging algorithm to complete each data fusion results sorting; using thread pool technology improve the overall system performance. The deployment tests in tomcat and axis2 framework show that this architecture could achieve prospective effect.