| CPC H04L 51/02 (2013.01) | 21 Claims |

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1. A method, comprising:
identifying, by a computing system, a user action originating from a mobile application operating on a user device authorized to access an account of a user managed by the computing system by detecting a trigger event from one or more user interactions with the mobile application;
inputting, by the computing system, the user action into a prediction model configured to predict a future action to be taken by the user;
determining, by the computing system, that a bandwidth of a primary communication channel can be reduced by identifying an alternate communication channel capable of processing the future action to be made by the user; and
based on determining that the bandwidth of the primary communication channel can be reduced, generating, by the computing system, a message to be transmitted to the user via the alternate communication channel before the user accesses the primary communication channel for performing the future action and transmitting the message to the user via the alternate communication channel, wherein the prediction preempts utilization of the primary communication channel for the future action.
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