Lyft leverages machine learning to enhance its ride-sharing services, resulting in significant financial benefits. By optimizing driver allocation and improving customer experience through data analysis, Lyft aims to generate an additional $100 million in revenue. This strategic use of technology highlights the company's commitment to innovation in the competitive transportation sector.