A method may include receiving information identifying a radio frequency (RF) usage policy that is associated with a user equipment (UE). The UE may communicate with a network using RF signals, and the RF access signaling usage policy may identify an RF access signaling usage threshold. The RF access signaling usage threshold may identify a quantity of bearers and an action to perform based on the UE requesting the quantity of bearers. The method may include causing a gateway device to monitor RF access signaling usage of the UE. The method may include receiving an RF access signaling usage update. The method may include determining that the RF access signaling usage satisfies the RF access signaling usage threshold based on the RF access signaling usage update. The method may include causing an action to be performed based on the RF access signaling usage policy.