Data Profiling, Data Integration and Data Quality: The Pillars of MDM

The Pillars of Master Data Management

This research report by David Loshin, President and Principal Consultant at Knowledge Integrity, focuses on master data management (MDM) initiatives and their reliance on accurate data profiling, data integration and data quality, specifically:

Inventory and identification of master data objects via seamless extraction, sharing and delivery
Resolution of semantics, hierarchies and relationships for master entities
A migration process for consolidating the “best records” for the master repository
A service-oriented approach to access the consolidated master directory with a data governance framework

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