Data mining techniques help companies, particularly in banking, telecommunications, insurance, and retail marketing, build accurate customer profiles based on customer behavior. Analyzing large amounts of customer data stored in data warehouses allows companies to better understand customers and make data-driven decisions in competitive environments.