Improved demand forecasting efficiency leads to several benefits, including better inventory management, reduced stockouts, lower holding costs, and improved customer satisfaction. By accurately predicting future demand, organizations can optimize inventory levels, minimize excess inventory, and ensure products are available when and where they are needed, ultimately driving operational excellence and competitive advantage.