A method may include enrolling a subscriber device in an adaptive pricing service plan for providing telecommunication service to the subscriber device; associating, with the telecommunication service, a first pricing scheme including a first number of allotted minutes within a current billing cycle; tracking, for the subscriber device within the current billing cycle, cumulative used minutes of the telecommunication service; determining, using a forecasting model and the cumulative used minutes, prospective minutes usage with respect to the first number of allotted minutes for an entirety of the current billing cycle; generating, based on the prospective minutes usage, a recommendation related to a second pricing scheme including a second number of allotted minutes; and sending, within the current billing cycle, the recommendation to the subscriber device.