Abstract: There is a large amount of production data for railway transportation dispatching. In order to solve the problems of delayed data updates, incomplete data integration, and incomplete assessment details in the existing quality assessment of railway transportation dispatching work, this paper designed a quality assessment system for dispatching work of planning desk based on production data of railway transportation dispatching. The paper used Kafka as the message bus, combined with Redis memory database and distributed assessment algorithm services, implemented automatic calculation of dispatching work quality assessment indicators, main technical station operation efficiency indicators, and automatic generation of various traffic flow analysis data. The application shows that the system can provide reliable data support for the preparation of transportation dispatching plans, while reduce the work pressure of statisticians in the dispatching center and various stations and depots, and improve the efficiency of transportation organization.