Telecommunication companies constantly face the challenge of controlling revenue drain in their billing systems. Reliable billing is crucial to ensure financial stability. Numerous factors can contribute to revenue shortfalls, including billing errors, incorrect pricing, and overlooked service consumption. To address these issues, telecom operators