In order for Data strategy to be successful, data consolidation and data propagation (consumption by applications) are fundamental processes to be in place. Today's data ingestion process is real-time, data stores can be virtualized, ETL processes are on-the-fly, source-to-target mappings are automated, AI discovered. Businesses are enabled to create business views or fabric whenever required on top of technology stacks with data siloes.

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