Project management in transport is a complex and dynamic process that is associated with several calculations and analysis of possible scenarios for the development of transport infrastructures. This is inevitably related to the need for rapid planning and identification of possible options, as well as to the need for a powerful tool for flexible planning management through which to support the teams involved in this planning. The features of the Agile methodology for project management are discussed. The advantages of using this methodology in the field of transport project management are considered. The aim of the paper is to point out the functional necessity and utility of Artificial Intelligence (AI) application in the Agile transport project management. Research in this study shows that Artificial Intelligence (AI) enabled project management is very promising.