Predictive analytics influence business decision-making by leveraging historical data and statistical algorithms to forecast future trends. Businesses utilize these insights to identify patterns and make informed decisions related to inventory management, marketing strategies, and customer relations. By anticipating customer needs and behaviors, organizations can optimize resource allocation and enhance operational efficiency. Furthermore, this data-driven approach allows companies to develop proactive strategies rather than reactive, ultimately improving profitability and competitive advantage in the market.