In the rapidly evolving business landscape, small and medium-sized enterprises (SMEs) face unique challenges and opportunities. One of the most significant hurdles is effectively forecasting sales which affects purchase, production, and delivery. Accurate forecasts can lead to better inventory management, optimized supply chain operations, and improved customer satisfaction.