Data-driven decision-making involves using data insights to guide business strategies and operational decisions. Unlike gut feelings or assumptions, this approach relies on analyzing facts and trends. For example, companies like Amazon use data to predict customer preferences, ensuring personalized experiences that drive sales and loyalty.