Sudden spikes from viral trends, festivals, or news cycles often catch ecommerce teams off guard. Without predictive analytics, businesses struggle to adjust stock in time, risking lost sales and emergency restocking costs. Companies that anticipate surges with data-driven insights ensure products are available when customers want them, improving satisfaction and revenue.