In order to construct an indicator system to evaluate the digital transformation capability of logistics enterprises, and indicators such as digital level, digital foundation, digital management, and digital benefits are established by combining analytic hierarchy process (AHP) and fuzzy comprehensive evaluation (FCE). Data was collected through expert interviews and questionnaire surveys, and the weights of each indicator were accurately calculated using the AHP method. Subsequently, the FCE method was used to comprehensively evaluate the digital transformation capability of logistics enterprises. The practicality and effectiveness of the constructed evaluation system were verified through empirical analysis of H logistics enterprise.