Although it may seem Agile is the magic solution to all project management concerns, there can be many factors that contribute to an Agile project management failure. Some reasons may include:
Lack of Market Research
Impossible Deadlines and unrealistic expectations
Lack of project vision/objective
The poor relationship between the project manager and the team
Undefined project scope
Lack of risk management
Lack of change management
Lack of a project management tool