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When and where should I integrate data quality into my SAP Suite of applications or other projects in my enterprise?

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37. When and where should I integrate data quality into my SAP Suite of applications or other projects in my enterprise?

Data quality should be integrated any place where data is entered, loaded, processed, or updated. Data quality should be built into the beginning phases of all Enterprise Resource Planning, Customer Relationship Management, and Business Intelligence projects. Too many projects focus on data quality as an afterthought, at the back-end of a data repository or when a project has failed. By not incorporating data quality measures at every customer touch point, on both front and back-end operations, the cost of cleansing the data dramatically increases as well as how long the cleansing process takes to complete.

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