The Pillars of Master Data Management: Data Profiling, Data Integration and Data Quality

by David Loshin

As organizations increasingly focus on master data integration, their reliance on readily available technologies, couched within an enterprise governance framework, will continue to drive analytic and operational productivity improvement.

INTRODUCTION

Over the past ten years, data profiling, data cleansing and matching, and data integration tools have matured in concert with a recognized desire on behalf of senior managers to aggregate and consolidate “master data” – replicated or duplicated copies of common or shared data objects such as customers and products that are peppered across disparate or distributed enterprise systems. What differentiates...

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