Input and source.
Choose one authorised source and define exactly which fields may be read. Keep a source link or record identifier attached to every result.
Reporting & monitoring
Agreed exports become checked metrics and a repeatable operational report. Missing periods remain visible. Proposed causes are separated from evidence and actions have owners.
Validation and control.
Define required fields, freshness limits and escalation triggers. No missing value becomes an invented fact, and no customer commitment is made without the agreed approval.
Outcome and measurement.
The result must have an owner and a next step. Compare representative cases before and after the pilot, including time spent reviewing exceptions.