Data Management Capability Matrix

The Data Management Capability Matrix is a 2x2 matrix used to assess the capability of an organization's data management system. It is used to identify areas of improvement and to prioritize investments in data management.

At a very high level, the Data Management Capability Matrix is used in the context of business, data management.

Data Management Capability Matrix quadrant descriptions, including examples
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What is the Data Management Capability Matrix?

A visual explanation is shown in the image above. The Data Management Capability Matrix can be described as a matrix with the following quadrants:

  1. Data Quality - Current State: The 'Data Quality - Current State' quadrant assesses the current level of data quality, such as accuracy, completeness, and consistency. Example: Data is accurate but not complete.
  2. Data Quality - Future State: The 'Data Quality - Future State' quadrant assesses the desired level of data quality, such as accuracy, completeness, and consistency. Example: Data is accurate and complete.
  3. Data Accessibility - Current State: The 'Data Accessibility - Current State' quadrant assesses the current level of data accessibility, such as availability, access control, and searchability. Example: Data is available but not searchable.
  4. Data Accessibility - Future State: The 'Data Accessibility - Future State' quadrant assesses the desired level of data accessibility, such as availability, access control, and searchability. Example: Data is available and searchable.

What is the purpose of the Data Management Capability Matrix?

The Data Management Capability Matrix is a 2x2 matrix used to assess the capability of an organization's data management system. It is used to identify areas of improvement and to prioritize investments in data management.

The matrix is divided into four quadrants: 'Data Quality', 'Data Accessibility', 'Data Governance', and 'Data Security'. Each quadrant is further divided into two categories: 'Current State' and 'Future State'. The 'Current State' quadrants assess the current level of data management capability, while the 'Future State' quadrants assess the desired level of data management capability.

The matrix is used to identify areas of improvement and to prioritize investments in data management. It can also be used to measure progress over time, as the organization moves from the 'Current State' to the 'Future State' quadrants.


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What templates are related to Data Management Capability Matrix?

The following templates can also be categorized as business, data management and are therefore related to Data Management Capability Matrix: Effort Impact Matrix, Gap Analysis Matrix, Growth Share Matrix, Kraljic Matrix, Outsourcing Matrix, Quadrant Analysis, Risk Analysis Matrix, Risk Value Matrix. You can browse them using the menu above.

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