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Learn free · topic 133

Data Compliance

Data Compliance is mostly confused with Data Quality and Data Integrity, which is somehow true, as all these terms do share some common features for ONE GOAL i.e., Data Protection.

Data Compliance is to follow certain regulations and standards of Data Security, Data Privacy and Data Integrity, set by different Regulatory Bodies around the World to protect sensitive data and to make data available in certain ways.

Chart, radar chart

Description automatically generatedRegulatory Bodies set, if not all but, CERTAIN Data Security, Data Privacy and Data Integrity standards. So, having only Data Compliance measures will not protect data 100%, there are many other standards covered under Data Security, Data Privacy and Data Integrity which are required to be in-place for any organization.

Common Regulatory Bodies Frameworks

We won’t be going into details of regulatory bodies like what is required by each but for the audience, let me mention the most famous ones here.

  • GDPR
  • HIPAA
  • PCI DSS
  • SOX
  • CCPA
  • CMMC

How Do You Ensure Data Compliance?

  • Conduct regular periodic revisions to set latest measure for data protection.
  • Maintain all the data protection measures and all the audit procedures.
  • Assign a SPOC (single point of contact) or a department to host and maintain data security and compliance standards.
  • Always used commonly used Frameworks

Please note, regulatory policies, procedures, workflows, and operational requirements differ in different countries. It is very important to understand that one needs to follow the law of the country where the data is generated. Accessing data cross border raises Data Sovereignty concerns.

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From I Am Datapedia! by Mustafa Qizilbash, published here free by the author. Nothing about your reading is stored.