Know your Jira data is right —
before your reports get questioned.
Data Quality scores your Jira projects against configurable data-quality rules and shows you exactly which work items need attention. No AI, no external servers — everything runs on Atlassian's own infrastructure.
Four rules, configured per project
Required field
Flags issues missing a field that should always be set — like description or assignee.
Orphaned issue
Flags stories with no epic link, so nothing falls outside your roadmap unnoticed.
Unestimated
Flags issues sitting in an active sprint with no story points, before sprint reports go out wrong.
Staleness
Flags issues with no status change in longer than you'd expect — the ones quietly stuck.
Runs entirely on Atlassian
Data Quality is built on Forge, Atlassian's app platform. Your issue data is read directly from Jira, scored, and the results are stored on Atlassian's own infrastructure — nothing is sent to an external server, and no AI or LLM ever sees your data.