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Incomplete data processing

Overview

If the software processes only part of the relevant data — for example because a configuration setting excludes a source, or a step in the pipeline is skipped — downstream documentation may be based on an incomplete picture. In regulatory work, an incomplete dataset can be as misleading as an incorrect one.

Hazardous situation: Regulatory submissions are produced based on incomplete data because the software did not process all relevant inputs.

How we mitigate incomplete data processing

See also Synchronization issues with external database and External database downtime for cases where the upstream source is the limiting factor.