Data integration is the collection of processes and tools, strategies and philosophies by which fragmented data assets are aligned to support business goals. Data integration from a technical point-of-view covers topics such as data federation, virtualization and service-oriented-architecture, but in the context of Performance Management or Business Intelligence, it is usually synonym to ETL (Extract-Transform-Load) or ELT-related activities.