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Telecom operators face a continuous challenge in ensuring accurate billing and revenue realization. One of the most significant hurdles is identifying and mitigating revenue gaps, which can occur due to a range of factors. These include human oversights, outdated systems, complex pricing structures, and unauthorized activities. Implementing robust

SIM box fraud presents a significant threat to mobile network operators globally. This illicit activity involves the deployment of unauthorized equipment to route legitimate voice and SMS traffic, resulting in substantial revenue drainage. Implementing a robust revenue assurance framework is paramount to combatting this pervasive issue. A comprehen