Telecom service vendors face a constant challenge: closing revenue shortfalls in their billing systems. These issues can stem from a variety of origins, such as inaccurate charging practices, human error, and complex rate structures. Addressing these concerns is essential for maintaining sustainability. A comprehensive approach to revenue reduction