Six Steps to Managing Data Quality with SQL Server Integration Services

60 percent of the average database is outdated or contains errors. Find out how to improve your enterprise data quality.

Melissa Data: Industry experts estimate that up to 60 percent of the average database contains outdated or flawed information. However, following this six step process can help enterprises improve the overall quality of the data in their ERP, data warehouse, business intelligence, and other systems:

  1. profiling
  2. cleansing
  3. parsing/standardization
  4. matching
  5. enrichment
  6. monitoring





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