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Jira + OpenAI: AI inside engineering.

Use GPT-4o to triage Jira issues, summarize sprint progress, detect duplicates, or draft acceptance criteria. AI sits next to engineering workflow without disrupting it.

Trigger app
Jira as the trigger

Workflows fire when something happens in Jira.

See all 6 triggers →
Action app
OpenAI as the action

Workflows do something in OpenAI, instantly.

See all 16 actions →
Both directions

Pick the way that fits your stack.

Pair pages are mirrored. Each direction gets its own dedicated page.

JiraOpenAI

When something happens in Jira, do it in OpenAI.

6 Jira triggers wired to 16 OpenAI actions. Most-used pairing: Comment CreatedAnalyze Image.

OpenAIJira

Or fire it the other way around.

0 OpenAI triggers wired to 17 Jira actions downstream.

  • Use any trigger in the catalog as the upstream.
See OpenAIJira
Popular pairings

Common Jira → OpenAI workflows.

Pick a pairing to set it up in two minutes. Each one is a fully editable recipe.

Showing 9 of 96 combinations
When comment created in Jira, analyze image in OpenAI.

Fires when a comment is added to a Jira issue. Used to mirror engineering discussion to Slack, feed AI summaries, or notify external requesters.

When comment created in Jira, chat completion in OpenAI.

Fires when a comment is added to a Jira issue. Used to mirror engineering discussion to Slack, feed AI summaries, or notify external requesters.

When comment created in Jira, chat with tools in OpenAI.

Fires when a comment is added to a Jira issue. Used to mirror engineering discussion to Slack, feed AI summaries, or notify external requesters.

When comment created in Jira, create batch in OpenAI.

Fires when a comment is added to a Jira issue. Used to mirror engineering discussion to Slack, feed AI summaries, or notify external requesters.

When new issue in Jira, analyze image in OpenAI.

Fires when a new issue is created in Jira. The standard inbound hook for routing, enrichment, auto-labeling, and SLA-aware notifications.

When new issue in Jira, chat completion in OpenAI.

Fires when a new issue is created in Jira. The standard inbound hook for routing, enrichment, auto-labeling, and SLA-aware notifications.

When new issue in Jira, chat with tools in OpenAI.

Fires when a new issue is created in Jira. The standard inbound hook for routing, enrichment, auto-labeling, and SLA-aware notifications.

When new issue in Jira, create batch in OpenAI.

Fires when a new issue is created in Jira. The standard inbound hook for routing, enrichment, auto-labeling, and SLA-aware notifications.

When issue deleted in Jira, analyze image in OpenAI.

Fires when an issue is deleted in Jira. Useful for audit/compliance logs and for tearing down related records in other systems.

How it works

Connect Jira and OpenAI in five steps.

No code, no glue, no half-day setup. Each step is one click.

  1. 1
    Connect
    Authorize Jira and OpenAI

    Open Tiny Command, authorize Jira and OpenAI once each. Both connections are available to every workflow on your account.

  2. 2
    Trigger
    Pick a Jira trigger

    Drop the Jira → Comment Created trigger onto the canvas. Tiny Command auto-registers the webhook.

    POST /v1/webhooks/jira.trigger-comment-created
  3. 3
    Transform
    Add a filter or AI step

    Optionally add a Filter node ("subject contains URGENT") or an AI step ("classify intent") between trigger and action.

  4. 4
    Action
    Add the OpenAI action

    Drop the OpenAI → Analyze Image action below it. Map fields from the Jira payload into the OpenAI inputs.

    openai.analyze-image
  5. 5
    Publish
    Publish and forget

    Hit Publish. Tiny Command runs it in production from second one. Watch the run-log fill up.

FAQ

Questions about Jira + OpenAI.

How does GPT triage new Jira issues?
Jira Issue Created → OpenAI returns suggested issuetype, priority, components, assignee → Update Issue with the metadata + adds "AI-triaged" label.
Can GPT detect duplicate Jira issues?
Yes. On Issue Created, JQL-search recent issues. Pass candidates to GPT with "rate similarity 0-1". High-similarity matches get a "Duplicates" link + reasoning comment.
How do I generate Jira sprint summaries with GPT?
Jira Sprint Closed → fetch all sprint issues + resolutions → OpenAI generates stakeholder-facing summary grouped by epic → post to Confluence or Slack as sprint demo prep.
Can GPT write acceptance criteria from a Jira description?
Yes. Prompt: "Based on this issue, write 5-7 Gherkin acceptance criteria". Append to Jira description via Update Issue. Saves PM time on every backlog item.
How do I keep GPT grounded in our team conventions?
Include 2-3 examples of well-written issues from the team in the system prompt. GPT picks up tone, level of detail, and labeling style much better from examples than instructions.
Which model for Jira automation?
gpt-4o-mini for triage and label suggestions. gpt-4o for sprint summaries and acceptance criteria writing. o-series only when complex multi-step reasoning is needed.
Related

Other apps that pair well with Jira.


Wire Jira to OpenAI in 2 minutes.

Free tier available. No credit card. No onboarding call.