Project Management Software

Where does the application you use fail?
Where does it fit perfectly?
What features would you like to see in a Project Management application?
What feature(s) need to go?

and which application is it that you use?

There are a number of project management apps available, but like every other app, none are perfect. I just want to see where they are failing.