Abstract: This article makes full use of existing big data resources to realize intelligent automatic dispatching, and develops a intelligent judgment system for communication failures, which helps communication dispatchers to improve the timeliness and accuracy of handling failures to the greatest extent, and reduce the scope of failures. In this way, it is possible to avoid mis-dispatching or dispatching more personnel, reduce the waste of manpower and material resources, and reduce the risk of greater loss.