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- Performance Measurement: The Data Warehouse Supports Best Practices Deborah Henderson. The initiatives in data warehousing in many of these companies may be graded as success or failures, but if the companies are smart they haven't lost faith in the underlying goals; to leverage this critical business data in a complete business strategy.