The purpose of data mining in business intelligence is to uncover patterns and insights from vast datasets. By applying statistical techniques and machine learning, organizations can extract meaningful information to inform decision-making. Data mining aids in identifying customer behavior, market trends, and operational inefficiencies. The insights gained support strategic planning and enhance competitive advantages, allowing businesses to optimize operations and improve overall performance.