Sales Forecasting involves the analytical process of predicting future sales in the retail industry. This method relies on historical data, market trends, and various influencing factors to estimate the demand for products or services. Retailers utilize sales forecasting to make informed decisions regarding inventory management, production, and marketing strategies. By analyzing past sales performance and considering external variables such as economic conditions or seasonal patterns, retailers aim to anticipate consumer behavior and optimize their operations. Accurate sales forecasting is crucial for maintaining appropriate inventory levels, avoiding stockouts or overstock situations, and ultimately maximizing revenue and profitability.