Core capabilities

Implementing data quality capabilities can significantly enhance the integrity, accuracy, and reliability of data, making it a trustworthy asset for decision-making, analytics, and business operations. It’s worth noting that roles can vary based on the size and structure of the organization. In smaller companies, a single individual might handle multiple responsibilities, while larger organizations might have entire teams dedicated to specific tasks. Collaboration and clear communication among these roles are crucial to ensure cohesive and effective data quality management.

Achieving maturity in data quality management indicates that an organization has not only implemented the core capabilities but also refined, optimized, and integrated them into daily operations.

Measuring the value of each data quality capability ensures that an organization can justify its investments in data quality management and recognize areas of improvement. For each capability...