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Maintaining Enterprise Data Quality

Maintaining data in all formats are essential for every organization. Enterprises are required to maintain good data resources, including digital, printed and other documented data, for doing special functions, assisting various systems they use and to fulfill governmental or industrial obligations.

  • Successful data quality maintenance requires many things to be fulfilled.
  • An enterprise must have a proper plan for storing, accessing and modifying data according to the type of data, sensitivity of data, modernity of data, etc.
  • There should be proper filing system for sorting and storing printed/written documents and a database for digital data.
  • Enterprises should arrange proper backup for their data resources.
  • With digital data you can go for web based or in-house databases. Web based one is cheap and demands less technical knowledge and maintenance. But in-house databases are more secure. So choose one according to the sensitivity of your enterprise data and ROI.
  • Create guidelines for employees and other possible database users; so that no one is allowed to reduce your data quality.
  • Train your employees to enter most accurate information; and to concentrate on quality of input.
  • From an enterprise point of view, good data quality is the availability of data in formats which can be easy to read, to integrate with other applications, and is with sufficient authenticity. So make sure that your data is of good type.
  • Be keen to identity and cure or remove broken, insufficient, hard-to-access, virus-infected data from your database.
  • Identify possible data leaking parts of your data flow and be keen to rectify the leakage.

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