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Intro to Master Data Warehousing A Bridge Over Siloed Data. Rob Paller, Consultant Baseline Consulting. Overview. Data as an enterprise asset What is data? What is an asset? Data as an asset How does data compare? Types of Data Master Data Master Data Management (MDM)
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Intro to Master Data WarehousingA Bridge Over Siloed Data Rob Paller, ConsultantBaseline Consulting
Overview • Data as an enterprise asset • What is data? • What is an asset? • Data as an asset • How does data compare? • Types of Data • Master Data • Master Data Management (MDM) • The Master Data Warehouse
What is data? “… Data is the raw material ... used by information consumers to create information.” -- DMReveiw.com
What is an asset? “an item of value owned” – Webster’s Dictionary
Checkpoint • Data as an enterprise asset • Types of Data • Transaction • Reference • Metadata • Master Data • Master Data Management (MDM) • The Master Data Warehouse
Types of Data Transaction Data Reference Data Metadata
Checkpoint • Data as an enterprise asset • Types of Data • Master Data • Master Data Management (MDM) • The Master Data Warehouse
Checkpoint • Data as an enterprise asset • Types of Data • Master Data • Master Data Management (MDM) • 5 Levels of Master Data Maturity • Master Data Benefits • Master Data Challenges • The Master Data Warehouse
Master Data Management “is the set of disciplines and methods to ensure the currency, meaning, and quality of a the State’s reference data within and across subject areas and systems” -- Customer Data Integration: Reaching a Single Version of the Truth Dyche, Jill and Evan Levy. Wiley (July 21, 2006)
Level 5 Enterprise Data Convergence Level 4 Business Rule and Policy Support Level 3 Centralized Hub Processing Level 2 Peer-Based Access Level 1 List Provisioning Level 0 No Master
Checkpoint • Data as an enterprise asset • Types of Data • Master Data • Master Data Management (MDM) • The Master Data Warehouse
Current Environment DCH CSES DHS