The data quality management process includes data classification, data verification during data generation, and data quality monitoring. You can build your own data quality guarantee system.

The process is described as follows:
  1. Analyze the business scenario and classify data based on the data dependency in the data flow. For more information, see Classify data.
  2. Verify data during data generation in your business system.
  3. Monitor data accuracy, consistency, integrity, and timeliness.