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

* **Issue tracking**
* Issue resolution **workflow orchestration** 
* Data **correction / cleansing** 
* Data **matching and merging**