Data Management

Data Management chart
 

Data Governance and Data Management are essential for organizations that realize that data constitute one of the most unique and valuable assets.  As such, it needs to be inventoried, controlled, protected, and accessible as and when needed.  Data should be decoupled from applications, be subject to governance and stewardship, and support decision-making.  Component functions include:

  • Architecture (data mart, data warehouse, data lake, transactional stores, quality/policy/rules repository)
  • Synthetic test data
  • Development, operations, and maintenance
  • Security and privacy
  • Segmentation of reference and master data
  • Retention/archival policy
  • Metadata management
  • Reporting modeling
  • Lineage auditability