These include ETL, Enterprise Data Replication (EDR), data federation/Enterprise Information Integration (EII), metadata management, MDM, rapid prototyping for agile data integration, portioning, data profiling, data quality, role-based tools for business/IT collaboration, centralized administration and management, bundled relational, batch and ODBC connectors, advanced transformation along with proactive monitoring, data validation testing, and pushdown optimization. The product is distributed in 3 versions, namely, standard, advanced, and premium editions. All editions include ETL batch data integration; centralized administration; prototyping; data profiling; basic connectivity to relational, batch, and Open Database Connectivity API. The advanced and premium editions offer metadata manager, business glossary, enterprise grid, and real-time engine. The premium edition offers advanced data transformation, data validation, and proactive monitoring. It can be deployed in both on-premises and on-demand, as well as, hybrid deployments using the data integration hub.