Take a look at phpCollab. It's an open source knock-off of Macromedia Sitespring. I used Sitespring briefly before Macromedia pulled the plug on it and thought it was useful.

The other option is to outsource your project management. We used someone on a project-by-project basis and paid him something like 10% of the project cost. The added benefit was that he helped us develop a workflow methodology.