An individual check helps identify a document issue. If it recurs, compare the source data, export mapping and the step that changes the value.
Group errors by type and source system. Use an anonymised sample to distinguish common causes from different exceptions.
Place checks before document handover and assign exception owners. Validation and delivery are separate steps; a passed check does not confirm delivery.