Name the purpose
Connect every field and event to an approved service need and owner.
Data map
Map the service channel, not just the database.
A person may provide information on a page, continue by email, receive support by phone, and appear in an internal dashboard. The Malaysia data blueprint follows the record across those changes.
Keep intake narrow
Ask only for what the next valid step requires and explain the route.
Expose processors
Include hosting, analytics, messaging, support, AI, and integration providers.
Limit people and time
Set roles, review, retention, incident, rights, and correction ownership.
Inspect production
Compare requests, storage, logs, exports, and controls with the accepted map.
Meaning needs a human owner
If privacy or consent information appears in more than one language, assign review for accuracy, consistency, links, errors, and the production display—not only the draft translation.
Tags are part of the customer journey
Document identifiers, events, storage, destinations, consent behavior, retention, access, and the business question each measurement is meant to answer.
Define input and output boundaries
State what cannot enter a model, which service is approved, whether inputs or outputs persist, and where a person must review before action.
Design response before a request arrives
Name intake, identity-check, search, correction, deletion, containment, notification, restoration, and evidence owners according to qualified project advice.