Abstract: Enterprise data and syndicated data can be integrated by obtaining enterprise data, obtaining syndicated data from a syndicated data provider, performing various processing on the enterprise and syndicated data such as recast processing, fringe compensation, event identification, and/or event matching, and outputting results. A data integration framework for integrating enterprise data, syndicated data, and/or unstructured data can be provided. The framework can comprise a plurality of data extractors and a data integration module. The data integration module can be configured to perform syndicated data recast processing on the syndicated data, perform fringe compensation processing on the syndicated data, identify consumption events in the processed syndicated data, and match shipment events to consumption events. Results of the matching can be stored and reported.