Data-driven insights play a pivotal role in enhancing ECA performance. By utilizing data analytics, organizations can extract valuable knowledge into system behavior. This allows informed decision-making regarding resource deployment, process refinement, and long-term planning. Therefore, data-driven methodologies lead to a more efficient ECA syste