There are many defect tracking and process automation systems that are out there. One issue could potentially be integrating with your version control system (VCS). What are you using for your source code management.
ClearCase integrates nicely ClearQuest and RTC comes with its own (robust) workflow automation tool.
Trac is very popular and there are lots more.