Data Quality Management
What is Data Quality Management?
Processes for ensuring that data is accurate, complete, consistent, and fit for its intended purpose throughout its lifecycle.
Frameworks that govern data quality management
What the standards actually require on data quality management
Requirements naming data quality management across 2 standards, quoted from the control text.
ISO 8000 - Data Quality8 controls
Use defined indicators to compute maturity levels for each data quality management process area.
ISO8000-64 · Data Quality Management Maturity Assessment Indicators →Define, monitor, and maintain data integrity through profiling, cleansing, matching, and continuous improvement.
DIQ-2 · Data Quality Management →Questions people ask about data quality management
What is Data Quality Management?
Processes for ensuring that data is accurate, complete, consistent, and fit for its intended purpose throughout its lifecycle.
Why is Data Quality Management important for compliance?
Data Quality Management is a key concept in Privacy and Data Protection. Understanding data quality management helps organizations meet regulatory requirements, reduce risk, and demonstrate due diligence during audits. Our compliance platform maps 686 frameworks with 311K cross-framework control mappings.
Which compliance frameworks address Data Quality Management?
Data Quality Management appears in the requirement text of ISO 8000 - Data Quality, DAMA-DMBOK2 - Data Management Body of Knowledge (2nd Edition). Across these standards we have identified 10 controls that name it directly, each linked to the control text on the compliance platform.
Where can I learn more about Data Quality Management?
Explore our compliance framework pages to see how data quality management applies across different standards and regulations. Our implementation guides provide step-by-step guidance, and the compliance platform offers AI-powered analysis of how this concept maps across 686 frameworks.
See how Data Quality Management applies across compliance frameworks
Our platform maps 686 frameworks with 311K cross-framework control mappings. Explore how this concept is addressed across standards.
Written and maintained by Gerard Blokdyk, The Art of Service.