Jira is a proprietary issue tracking system that includes functions for bug tracking, issue tracking, and project management. It categorizes issues into types such as bugs, improvements, new features, and tasks, and manages their lifecycle through a workflow. Key elements of an issue include a summary, reporter, description, and resolutions like fixed, won't fix, and incomplete.