Every organization has different requirements when it comes to data integration. In the past, and sometimes today, data warehousing was pitched as the silver bullet for all data integration challenges. Unfortunately, many projects failed as organizations discovered that they had operational or tactical reporting and analysis requirements but the data warehouse architecture implemented only delivered strategic data. We embrace not only batch oriented integration, but real-time technologies such as enterprise information integration (EII) and enterprise application integration (EAI). This will ensure that the architecture implemented meets all your reporting and analysis requirements. We also utilize data profiling, data quality and metadata tools to ensure that the data is not only accurate, but contains the context necessary to turn data into information.