The Internet of Things (IoT) presents lucrative opportunities for businesses, but it also introduces complex challenges in billing and revenue management. Revenue leakage, a common issue in IoT environments, can result from inaccurate metering, failed transactions, billing errors, and inadequate contract enforcement. To combat this loss of revenue,