Inaccurate demand forecasting leads to overstocking, stockouts and cash flow stress. Modern forecasting tools combine historical data, seasonality and real-time signals to improve planning accuracy. Businesses using structured forecasting reduce inventory risk, stabilise supply chains and protect operating margins under volatile demand conditions.