Specifications in. Structured work out.

Spec2JIRA turns Confluence specification pages into ready-to-use Jira epics, user stories, tasks, and acceptance criteria — automatically. The AI runs on your own infrastructure, so your specs never leave your environment.

Get it on Marketplace

Free early access — contact us first to get your backend whitelisted (~1 business day).

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AI-Powered Breakdown

Point Spec2JIRA at any Confluence specification page. It analyzes the content and generates a complete work breakdown — epics, stories, tasks, and acceptance criteria — in minutes.

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Human Review & Edit

Every generated breakdown goes through an interactive editor. Your team reviews, edits, and approves before anything is pushed to Jira. AI assists, humans decide.

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Your Data Stays Yours

The AI runs on a Docker container you deploy on your own hardware using an open-source model (Qwen 2.5). No external API calls, no data leaves your environment. For teams who can't — or won't — send specifications to cloud AI services.

How it works

  1. Open a Confluence specification page and click "Generate Breakdown" in the Spec2JIRA panel.
  2. AI analyzes your spec — the pipeline extracts capabilities, groups features, and generates structured work items (~5-10 min).
  3. Review in the Breakdown Editor — edit titles, acceptance criteria, dependencies, and story structure inline.
  4. Push to Jira — approved items are created as epics, stories, and tasks in your Jira project with one click.