Traditionally, businesses have depended on past sales figures and human intuition for predicting future demand . However, the adoption of machine learning is dramatically improving this approach. Advanced systems can now analyze vast amounts of insights – including social media and consumer sentiment – to create far more reliable forecasts . Th