System and method for reducing subscriber churn through complimentary data allocations

A system, comprising:

• one or more processors;
• and
• one or more memories that are coupled to the one or more processors and storing program instructions for allocating complimentary data to subscribers of a wireless network, wherein the program instructions, when executed by the one or more processors, cause the system to perform operations comprising:
• identifying, from a plurality of subscribers of the wireless network, one or more subscribers that each have used at least a first predetermined percentage of their respective data quotas for a billing cycle, wherein the first predetermined percentage is less than their respective data quota;
• predicting, using a machine learning model, that at least one subscriber of the one or more subscribers is to exceed the respective data quota by the end of the billing cycle;
• determining a size of complementary data to be allocated to each of the at least one subscriber such that at least a second percentage of the at least one subscriber is not to exceed the respective data quota;
• and
• allocating the complimentary data with the determined size to the at least one subscriber through one of a plurality of network functions in the wireless network.

A non-transitory computer readable storage medium storing program instructions for allocating complimentary data to subscribers of a wireless network, wherein the program instructions, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• identifying, from a plurality of subscribers of the wireless network, one or more subscribers that each have used at least a first predetermined percentage of their respective data quotas for a billing cycle, wherein the first predetermined percentage is less than their respective data quota;
• predicting, using a machine learning model, that at least one subscriber of the one or more subscribers is to exceed the respective data quota by the end of the billing cycle;
• determining a size of complementary data to be allocated to each of the at least one subscriber such that at least a second percentage of the at least one subscriber is not to exceed the respective data quota;
• and
• allocating the complimentary data with the determined size to the at least one subscriber through one of a plurality of network functions in the wireless network.