In this paper, we present the architecture of a Business Information Analysis provisioning system, BISON. The system is built based on a functioning business information analysis application, Business Insights Workbench that has been implemented at the IBM Almaden Research Center and used in numerous customer settings. The service provisioning system combines two prominent domains, namely structured/unstructured data analysis and service-oriented computing, in industrial solutions. We also discuss open research problems in the area.