This workflow triggers automatically when a cycle count or audit flags a variance, eliminating days of manual forensic work. It ingests WMS transaction history, security access logs, and video footage timestamps to reconstruct events. Orchestration agents correlate this data, applying rules and ML models to rank probable causes—such as mis-picks, receiving errors, or unauthorized removal—and propose corrective actions. The immediate business value is faster financial close, reduced shrinkage, and improved process controls without adding investigative headcount.




