A reactive supply chain incurs direct costs through spoilage, expedited freight, and compliance fines. This custom workflow automates the fusion of real-time data from ERP (e.g., SAP), Transportation Management Systems (TMS), and IoT sensors into a unified operational dashboard. It replaces manual data aggregation and spot-checking with continuous multivariate anomaly detection, identifying deviations in transit times, temperature excursions, or documentation gaps that signal risk. The business value is measured in reduced food loss, lower emergency logistics spend, and stronger regulatory posture.




