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Published byRachel Carson Modified over 9 years ago
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Intro to Master Data Warehousing A Bridge Over Siloed Data Rob Paller, Consultant Baseline Consulting
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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
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What is data? “… Data is the raw material... used by information consumers to create information.” -- DMReveiw.com
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24 Gigabytes
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Data Overflow
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What is an asset? “an item of value owned” – Webster’s Dictionary
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Data as an asset?
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Value is quantifiable
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Helps achieve strategic goals
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Awareness of the asset’s importance
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How does data compare?
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Checkpoint ● Data as an enterprise asset ● Types of Data ● Transaction ● Reference ● Metadata ● Master Data ● Master Data Management (MDM) ● The Master Data Warehouse
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Types of Data Transaction Data Reference Data Metadata
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● Data as an enterprise asset ● Types of Data ● Master Data ● Master Data Management (MDM) ● The Master Data Warehouse Checkpoint
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Master Data and the State of Michigan is…
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… about people, places, and phenomena.
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● 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 Checkpoint
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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)
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5 Levels of Maturity for Master Data Management
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Level 5Enterprise Data Convergence Level 4Business Rule and Policy Support Level 3Centralized Hub Processing Level 2Peer-Based Access Level 1List Provisioning Level 0No Master
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Master Data Benefits
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Master Data Challenges
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● Data as an enterprise asset ● Types of Data ● Master Data ● Master Data Management (MDM) ● The Master Data Warehouse Checkpoint
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Current Environment DHS DCHCSES
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The Master Data Warehouse
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Thank You!
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