About Spec2Tickets
We build one thing, and we build it well: a tool that turns a Confluence page into a structured Jira backlog — so the people who used to spend their day transcribing requirements into tickets can spend it on the work that actually needs them.
Why we built it
Every delivery team knows the tax: a thoughtful Confluence page exists, and now someone has to hand-translate it into epics, stories, subtasks, acceptance criteria, and dependencies. It's slow, it's repetitive, and it's where detail quietly gets lost. Analysts spend hours transcribing instead of refining. Developers start from a vague paragraph and fill the gaps with guesses. Rework follows.
Spec2Tickets removes that mechanical step. You point it at a page, it produces a complete, well-structured breakdown in minutes, and your team reviews and adjusts before anything reaches Jira. The judgment stays human; the typing goes away.
What we believe
AI assists, humans decide
Nothing is created in Jira until a person reviews and approves it. The editor is the product — the AI gives you a strong first draft, not the final word.
Privacy by architecture, not by promise
Spec2Tickets runs entirely on Atlassian Forge with no vendor backend, and the Bring-Your-Own-Key model means your page content goes to your Anthropic account under your agreement. We can't see your data because we never receive it.
Work at the altitude of the page
We don't generate a single ticket from a prompt — we read a whole page and produce a coherent backlog with hierarchy, sizing, and dependencies. That's a harder problem, and it's the one worth solving.
Least privilege, always
The app requests only the scopes it needs, creates issues but never deletes them, and acts with your own Atlassian permissions.
Built on a solid foundation
Spec2Tickets is an Atlassian Forge app, so it runs inside Atlassian's own cloud platform — there's nothing to host, no servers to secure, and your data stays within the Atlassian and Anthropic boundaries you already trust. The breakdowns are generated by Anthropic's Claude, a frontier AI model, using structured outputs so the result is consistent and reviewable rather than free-form text.
The app is published on the Atlassian Marketplace as Spec2Tickets. Spec2JIRA is the vendor name and this site's domain. They refer to the same product.
Who we are
Spec2Tickets is built by an independent software vendor based in Sofia, Bulgaria, focused on practical AI tooling for software delivery teams. We're small, we ship deliberately, and we'd genuinely like to hear how the product works for you.
Reach us at support@spec2jira.com — for privacy questions, privacy@spec2jira.com; for security, security@spec2jira.com.
Support hours: 7 days a week, 11:00–23:00 (Europe/Sofia, GMT+2). Target response time: within 24 hours.