Problems

What will AGI do for Seasonal Demand Forecasting?

Retail buyers and supply chain directors misjudge inventory and labor allocation for brief, intense seasonal cycles. Legacy time-series models use the previous year's performance as a rigid baseline, requiring stable historical patterns to function. This dependency generates massive over-ordering for fading trends and costly stockouts when sudden micro-trends overlap with standard holiday peaks.