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The joint solution simplifies integrating mainframe data into a data warehouse, enhances performance of the overall data warehouse by extracting and moving only changed data, enables the ability to perform powerful transformations, and automates the synchronization of changed data from MVS into a data warehouse or data mart. Previously, high volume operational data in MVS was off limits for warehouse use. This was due to extract processing times that exceeded the limited batch window, and business conditions that required nearly 24 x 7 OLTP availability. Now, MVS OLTP data can be more easily integrated and delivered to Unix and Windows NT based data warehouse environments where it can be cleansed, enriched, joined, aggregated, and transformed for use by business professionals. The result of the integration is a comprehensive, high performance solution for capturing and propagating legacy data to data warehouses and data marts running on open systems and NT databases.