Data mining involves analyzing large datasets to discover patterns and extract valuable insights, which businesses leverage to inform decision-making. It utilizes techniques like predictive analytics and clustering to uncover trends related to customer behavior, market conditions, and operational efficiencies. Companies use data mining for customer segmentation, fraud detection, and trend analysis, ultimately enhancing their strategies and improving profitability. Properly executed, data mining can lead to more informed and proactive business initiatives.