LESSON 5 OF 6 · ADVANCED
Govern data quality and access
Define who can create, edit, export and delete records. Establish duplicate handling, approved retention and a way to honor communication preferences. Review vendor permissions and integration behavior before connecting systems. Training tools should use fictional examples; they are not a secure candidate CRM.
Create a data flow map and mark access, retention and suppression checks.
About 2 minutes reading + 12 minutes practice. Take longer when needed.
Apply the method
Create a data-flow diagram showing where a record begins, which systems receive it and which system owns corrections and communication preferences. Review permissions, export paths and retention rules with the appropriate owners. Test duplicate and suppression behavior before connecting automated sequences. Confirm how a status change propagates and what happens when an integration fails. Minimize the data moved between systems. A technically successful import is not proof of appropriate use or reliable governance.
A worked application
Fictional example: A CRM marks a person as no further contact, but a campaign integration imports the record as new. The team stops the flow and examines the mapping. It tests a corrected design on fictional cases representing a reply, opt-out, duplicate and changed stage. The sequence remains inactive until those cases behave as intended.
Common mistake to avoid
Do not remove a control field to eliminate an import error. Repair the mapping and confirm that the preference survives the handoff.
Work through the case
FICTIONAL SCENARIO
An integration copies opt-out contacts into a new campaign. The failure is a missing suppression control, even if the import technically succeeded.
Make it practical
Create a data flow map and mark access, retention and suppression checks.
Compare your reasoning with a worked response
A complete flow identifies the system of record and shows how changes propagate. A broken control is a stop condition for automation.
Takeaway
Use the method to explain your decision, identify what you still need to verify and choose an accountable next step.
Treat the response as a model for reasoning, not the only possible wording. Adapt it to the role, evidence and appropriate organizational guidance.