Self-resolution of exception errors in a distributed network

A solution implementation system includes a solution registry with a corrective action for each of a plurality of predefined root causes of exception errors. The system receives communication data transmitted through a distributed network comprising a plurality of servers. An exception error is detected corresponding to a failed transmission of the communication data between communicatively coupled servers of the distributed network. A first root cause of the exception error is determined. Properties of the distributed network at the time of the detected exception error are determined. Using the solution registry, a first corrective action is determined for the first root cause that is associated with the determined properties of the distributed network at the time of the detected exception error. The first corrective action is automatically implemented to resolve the exception error.