Introduction In the fiercely competitive world of customer service, maintaining high standards of quality assurance (QA) within call centers is crucial for ensuring customer satisfaction and operational efficiency. Quality assurance in call centers not only helps in monitoring and improving the performance of agents but also plays a vital role in enhancing the overall customer…