An Alert Management Approach To Data Quality: Lessons Learned From The Visa Data Authority Program

We introduce an end-to-end framework for data quality that integrates business strategy, data quality models, and supporting investigative and governance processes. We also describe a supporting IT architecture for this framework. Finally, we describe how this framework was implemented at Visa International Service Association (“Visa”) and some of the lessons learned during its use over the past three years.