The study looked at how self-service technology and customer relationship marketing affect customer loyalty through customer satisfaction. They surveyed 82 customers at a bank and found that both self-service technology and customer relationship marketing directly impact customer satisfaction and loyalty. Additionally, customer satisfaction plays a significant role in customer loyalty. The study suggests that these factors can influence customer loyalty in different companies and even in government banks with specific characteristics.