US Patent 11604678 System for resource usage modification based on resource services

Systems, computer program products, and methods are described herein for intelligent resource usage modification based on resource services. The present invention is configured to receive resource transfer information from one or more resource distribution machines, receive machine-specific information from one or more resource distribution machines, analyze resource transfer information and machine-specific information in conjunction to determine predicted servicing requirements for the one or more resource distribution machines, designate the one or more resource distribution machines as preferred or non-preferred resource distribution machines based on the predicted servicing requirements for the one or more resource distribution machines, and transmit instruction to the one or more resource distribution machines, wherein the instructions alter the user interface of the one or more resource distribution machines with the aim of steering usage of those one or more resource distribution machines in a specifically preferred manner.