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Building a Data Quality Program from Scratch

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Building A Data Quality Program From Scratch DAMA Chicago October 19, 2011 John Grage – Sr. Mgr. Discover Financial Services
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Agenda
Company Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Card Acceptance ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Quality Defined ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Six Factors of Data Quality ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Best Practices for Improving Data Quality ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Origins of Poor Data Quality ,[object Object],[object Object],[object Object],[object Object],[object Object]
Benefits of High Data Quality ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Who is Responsible for Data Quality? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let’s Get Started (Metadata) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let’s Keep Going (Discovery) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let’s Keep Going (POC) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let’s Keep Going (Project) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let’s Keep Going (Enterprise) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let’s Keep Going (6 Key DQ Dimensions) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let’s Keep Going (Profile) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let’s Keep Going (Analyze / Fix) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let’s Keep Going (Swim Upstream) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Let’s Keep Going (Monitoring) ,[object Object],[object Object],[object Object],[object Object]
Let’s Keep Going (Non-Compliance) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Celebrate The Wins ,[object Object],[object Object],[object Object],[object Object]
Recommendations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Core Functional Requirements of a DQ Tool ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The End ,[object Object],[object Object]

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Building a Data Quality Program from Scratch

  • 1. Building A Data Quality Program From Scratch DAMA Chicago October 19, 2011 John Grage – Sr. Mgr. Discover Financial Services
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