Abstract: Aiming at the low efficiency and long period caused by the independent test and evaluation processes in the operational test and evaluation（OT&E）, an integrated OT&E framework is proposed, and the test process based on parallel system and the architecture based on machine learning are designed. The purpose is to realize seamless connection from the information input of battlefield sensors to the visual display for evaluation of the command center through the intelligent integration of test and appraisal, finally the efficiency of OT&E can be improved, the application of intelligent technology in the battle test is preliminarily explored to, provide thinkings and suggestions for carrying out the intelligent construction of OT&E.