Tools

To execute data quality controls, the following functionalities need to be implemented using open source tools, SQL scripts or existing in the enterprise data governance / data management tools:

• Data quality rule logic implementation (example: checking that a given data complies to a specific condition)

• Result logging (example: logging the result of the check - passing and failing lines)

• Qualifying the result compared to defined thresholds (example: the result is OK given the number of passing lines)