Define data ownership
Every important dataset and report needs a clearly named owner.
Create common definitions
Shared terms reduce confusion across companies.
Control access by purpose
Access should follow a documented operating need.
Preserve correction history
Material changes should retain version and correction records.
Review retention
Data should not be kept without a business, legal, or security reason.
Methodology and limitations
This framework should be adapted to industry, regulation, consequence, and company stage.