a processor;

a non-transitory storage device containing instructions that, when executed by the processor, cause the processor to:

receive an incidence of a first exception associated with a network interaction, wherein the first exception is associated with at least one of a mismatch in a number of type of resources exchanged, a mismatch in a number of resources exchanged, a resource exchange submission timeout, an incorrect network identifier, and a resource extraction issue;

extract information associated with the first exception, wherein the information comprises at least one of a location where the first exception occurred, dependency effects of the first exception, end-point device(s) affected by the first exception, the number of resources associated with the first exception, a smart contract associated with the network interaction, and an application used to facilitate the network interaction;

determine, via a machine learning (ML) subsystem, a first exception category associated with the first exception based on at least the information associated with the exception;

retrieve, from a repository, a first set of actions associated with the first exception category, wherein the first set of actions are configured to resolve the first exception; and

in response, execute the first set of actions.