Data-driven insights deliver a critical role in enhancing ECA performance. By utilizing data analytics, organizations can extract valuable insights into system operation. This allows informed decision-making about resource deployment, process improvement, and strategic planning. Consequently, data-driven methodologies lead to a more effective ECA s