A leading retail company faced persistent forecasting challenges, causing overstocking, stockouts, and supply chain inefficiencies. Traditional methods failed to adapt to changing market trends and consumer behavior. By leveraging machine learning, the company transformed its forecasting accuracy and operational agility.