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IT Budget Shortfall Misalignment of Bulk Processingwhere IT can add value where IT Consequential Pain Points A Leading Insurance Group Goal:bi-hourly data refresh for big data analytics Pain points:real-time replication based solution costs US$48M and still lacks data consistency.