The five project management process groups are: initiating (defining the project), planning (creating plans), executing (implementing plans), monitoring and controlling (tracking progress and managing changes), and closing (finalizing the project). Some challenges teams face include unclear requirements and objectives in initiating, developing realistic schedules and budgets in planning, resource constraints and availability in executing, and ensuring all work and deliverables are complete in closing.