Agile project management can be challenging to adopt and implement, as it requires teams to be more responsive and flexible. Additionally, since Agile is a newer methodology, there are still some organizations who are unfamiliar with it or do not have the necessary tools and processes in place. Finally, Agile projects require more upfront planning than traditional project management, which can be difficult to do in an environment that is constantly changing.