Data-driven insights provide a pivotal role in improving ECA performance. By utilizing data analytics, organizations can acquire valuable insights into system operation. This facilitates informed decision-making regarding resource allocation, process refinement, and future planning. Ultimately, data-driven strategies contribute to a more productive