JIRA is web based software primarily used for bug, issue tracking, and project management.
The most common applications are:
- Software Bug Tracking / New Feature Development
- Support Helpdesk
- Internal Project Management systems
Rather than explain in any more detail, you can find a wealth of excellent information at the official site: Atlassian JIRA