Challenge: Seasonal SKU-level demand volatility causing stockouts and excess inventory across 120 stores.

Solution: Hierarchical time-series models + causal indicators and automated replenishment rules deployed to the client's ERP.

Outcome: 22% reduction in stockouts, 14% reduction in overall inventory carrying cost.