#data governance

The AI model was brilliant. A retail company built a demand forecasting system that predicted inventory needs with 91% accuracy in testing. The business case showed $2.3M in annual savings from reduced overstock and stockouts. Six weeks into production, the model started recommending bizarre reorders. Winter coats in July. Seasonal items months early. Safety stock…