Tampered Training Records Concealing Problems

When conducting root cause analysis after an incident, the organization finds inconsistencies and gaps between training logs and data version records; due to unmitigated control gaps, it cannot establish the model's actual training conditions, and is therefore unable either to locate the problem or to demonstrate that it acted properly, leaving accountability unresolved, triggering compliance exposure and operational reputational costs.