Data and analytics play a crucial role in applying engineering principles in a business context. By collecting and analyzing data, businesses can gain valuable insights into their operations, identify areas for improvement, and make data-driven decisions. Techniques such as predictive analytics and machine learning can be used to forecast future trends, optimize resource allocation, and enhance overall performance.