Data-driven insights play a pivotal role in enhancing ECA performance. By harnessing data analytics, organizations can gain valuable understanding into system functionality. This allows informed decision-making about resource allocation, process improvement, and strategic planning. Therefore, data-driven approaches lead to a more productive ECA sys