Demo

Curious about your AI readiness? Free scan, 30s, no account

Scan my site
Project management

Connect Jira to your AI — the context of your tickets, on demand

Ragnight indexes your Jira projects and issues and makes them queryable by your assistants, citing the original issue.

Decisions, bugs and history pile up in Jira and become unreadable. Ragnight turns it into a queryable memory: your AI summarises history and cites issues.

Use case — Support & product

A concrete use case

A customer reports a bug that's come up before. Instead of searching Jira, the agent asks the assistant whether it's known — which answers by citing the issue and its status.

Is the PDF export bug on Safari known?
Yes, it's tracked under PROJ-482, fix in progress, shipping next sprint.
Jira · PROJ-482

How it works

01 1

Connect Jira

Authenticate Jira in a few clicks. Ragnight indexes your content continuously, read-only, no developer.

02 2

Plug in your AI

ChatGPT, Claude, Mistral or your agents query Jira via the API or MCP connector — no copy-paste.

03 3

Cited, up-to-date answers

Every answer links back to its source in Jira. Sync keeps the memory current automatically.

What it changes

Semantic search across Jira

Ask in plain language; Ragnight finds the relevant passage inside Jira.

Cited, trustworthy answers

Every answer cites the source Jira document — verifiable, no hallucination.

No migration, read-only

Your content stays in Jira. Ragnight indexes it where it lives and keeps in sync.

EU-hosted, GDPR

Your data is isolated per organisation, encrypted and hosted in Europe.

Frequently asked questions

Which Jira projects are indexed?

The ones you select. Ragnight indexes issues and their descriptions for search, without modifying them.

Does Ragnight modify my data in Jira?

No. The Jira connector is read-only: Ragnight indexes your content for search, and never modifies or deletes it.

Connect Jira to your company's memory

Connect Jira, run your first search — no credit card, in under 5 minutes.