2006 has been a big year for master data management (MDM). We thought we'd dedicate our year-end column to some of the lessons we've learned from our MDM customer projects.

When it comes to data integration, data warehouse teams got there first. Data warehouses leveraged business requirements, ETL (extract, transform and load) tools and data stewardship to define the rules, transform the data and populate platforms to manage historical data and support analytics.

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