There is no single "Jira copilot" product. In 2026 you pick one of three routes: Rovo, Atlassian's AI, which is built into every paid Jira Cloud plan (25 / 70 / 150 Rovo credits per user per month on Standard / Premium / Enterprise, with Agents in Jira included); Microsoft 365 Copilot with its Jira Cloud connector; or an AI agent that works inside Jira itself.
- Rovo cost: no add-on fee, but usage past your pooled allowance is billed at $0.01 per credit from 3 December 2026 unless an admin turns extra usage off.
- Microsoft route: needs a Microsoft 365 Copilot license and an admin to set up the connector.
- An agent in your queue: if you want AI that triages and replies to Jira Service Management tickets and files, assigns, labels and updates issues (also from Slack or Teams), eesel AI does that, from a free plan of 100 credits.
What is a Jira copilot?
First things first, let's clear up a common point of confusion. "Jira copilot" isn't a single, official product you can download from a single store. It’s more of a catch-all term for using an AI assistant to chat with your Jira data. Think of it like having a conversation with your project board instead of clicking through endless menus. The goal is an intelligent assistant that makes project information easy to find for everyone, not just the people who speak fluent Jira Query Language (JQL).
When people talk about setting up a Jira copilot, they're usually trying one of three main routes:
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Microsoft Copilot integrations: This involves using Microsoft's AI, typically through an app like Microsoft Teams, to ask questions about what's happening in your Jira projects.
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Atlassian's native AI: This means using Rovo, the AI that’s built directly into Jira and other Atlassian apps. The features Atlassian used to brand as Atlassian Intelligence now sit under Rovo.
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Third-party AI agents: These are tools like eesel AI that work inside Jira as a teammate. They read and update issues, reply on tickets, and answer from your other company documents.
Each path has its own benefits, and figuring out which one is right for you means understanding how they can best support your team.
Which official Jira copilot fits: Microsoft Copilot or Rovo?
Pick Microsoft's connector if your team lives in Microsoft Teams and already pays for Microsoft 365 Copilot. Pick Rovo if you want AI inside Jira itself at no extra license cost on a paid plan. Both are built for enterprise security.
Microsoft's Jira copilot connector
Microsoft has an official Atlassian Jira Cloud connector for Microsoft 365 Copilot. The big idea is to let you query Jira without ever leaving the comfort of Microsoft Teams or another M365 app. It's a great choice for teams that live in chat all day and want quick, high-level updates.
You can ask something like, "Show me my open tickets," and it’ll fetch a list. Atlassian's Jira Cloud plugin for Copilot in Teams also lets you create and update tasks and add comments from a Teams chat. A few things to keep in mind:
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It provides focused answers. The connector is designed for quick interactions. For very complex, multi-step queries, it ensures accuracy by focusing on the specific data requested in each prompt.
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It specializes in Jira issue data. The connector indexes Jira issues so they show up in Microsoft Search and Copilot. It supports Jira Cloud only, not Jira Server or Data Center.
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It follows established search protocols. Microsoft's documentation notes that the connector crawls Jira on a schedule: an incremental crawl every 15 minutes and a full crawl daily by default. New issues appear after the next crawl, and permission changes sync on the full crawl.
Rovo: Atlassian's native Jira copilot (formerly Atlassian Intelligence)
Atlassian has built Rovo directly into its products. The goal is to make you faster within the Atlassian world. It can do some handy things, like summarizing long comment threads, drafting issue descriptions, or even writing a complex JQL search query for you from plain English. There's also an Atlassian Rovo for GitHub Copilot extension to support developers in their code editor. And on paid Jira plans you can now bring third-party coding agents, including GitHub Copilot, into Jira, assign work items to them and track their sessions next to your team's work (Jira pricing page).
Here is how Rovo fits into the broader picture:
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It works best on Atlassian data. Rovo is at its most powerful when your company uses the full Atlassian suite. It also has Rovo connectors for third-party tools like Google Drive, SharePoint and Zendesk.
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It includes agents. Beyond shortcuts, Agents in Jira let you assign work items to Rovo agents and track their progress next to your team's work. These count as premium AI interactions and use a variable number of credits.
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Every paid plan includes it. Rovo Search, Chat and Agents come with Standard, Premium and Enterprise. The plans differ by how many Rovo credits you get, not by whether you get AI. The Free plan does not include Rovo.
If Rovo's credit model or scope doesn't fit, I've compared the main Rovo alternatives separately.
What does a Jira copilot cost to set up and run?
The Microsoft route costs a Microsoft 365 Copilot license per user plus an admin's setup time. Rovo costs nothing extra on a paid Jira plan until your organization uses up its pooled credits.
The comprehensive Jira copilot setup
Getting the Microsoft Jira connector up and running is a professional process designed for security and enterprise reliability.
If you follow Microsoft's own documentation, you'll see it's a process built for IT professionals:
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It requires the search admin role in your Microsoft 365 tenant to ensure proper governance.
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You'll create a dedicated service account in Jira to manage permissions like "Browse projects" securely.
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You connect with OAuth. The standard option needs no app registration on the Atlassian side; you only register your own OAuth 2.0 app in the Atlassian Developer console if you choose the customized OAuth option.
This setup ensures that your Jira data is handled with the highest security standards, typically involving your IT or development team to ensure a perfect fit for your organization.
Understanding the investment for a Jira copilot
To use the Microsoft integration, users need a Copilot for Microsoft 365 license (now sold as Microsoft 365 Copilot), which is an investment in your team's overall productivity across the Microsoft suite.
On the Atlassian side, Rovo Search, Chat and Agents are part of every paid Jira plan, and the tiers differ by how many Rovo credits you get. For the full breakdown, see Rovo Search and Agents pricing.
Here’s a look at Jira's pricing and the AI features available:
| Jira Plan | Monthly list price (per user, up to 100 users) | Key AI Features Included |
|---|---|---|
| Free (up to 10 users) | $0 | No Rovo |
| Standard | $9.70 | Rovo Search, Chat and Agents, Agents in Jira (25 Rovo credits/user/month) |
| Premium | $19.60 | Everything in Standard + Rovo Studio and more usage (70 Rovo credits/user/month) |
| Enterprise | Billed annually, quote only | Everything in Premium + highest usage (150 Rovo credits/user/month) |
Credits are pooled across your organization and reset monthly with no rollover. Rovo Search and summaries are free; a basic Rovo Chat answer or basic agent run costs 10 credits, and premium interactions like Agents in Jira cost a variable amount. Extra usage is on by default at $0.01 per credit ($10 per 1,000), with billing starting on 3 December 2026. Admins can set a spending cap or switch extra usage off, in which case credit-using features pause until the next reset.
Which Jira copilot works inside your Jira queue? The eesel AI approach
Rovo and Microsoft's connector are assistants you prompt. If you want an agent that picks up work in Jira on its own, eesel AI is the option I'd look at. It works as an AI agent for Jira and Jira Service Management.
Go live with your Jira copilot quickly
You connect eesel AI to Jira Cloud with an API token. There is no Marketplace app to install. eesel then creates the Jira Automation "Send web request" rule for you, so the AI agent runs when a JSM issue is created or gets a new comment. The connected account needs rights to administer Jira automation. You set the agent up by chatting with it in the eesel dashboard.
A Jira copilot that answers from Confluence live
eesel works as an AI agent for Confluence too. It searches Confluence while it answers, works from the current page and links the page it used. Nothing is copied into eesel, and it only sees what the connected account can open. It reads Jira issues the same way, live through JQL. It can also pull in other sources, like project plans in Notion or technical docs in Google Docs.
What can eesel AI do inside Jira?
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Triage and reply to JSM tickets. It can post a public reply or leave an internal note on the issue. Most teams start with internal notes, where the agent drafts and a human sends, then let it reply.
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File and update issues. It can create, assign, label and transition issues (close, resolve, reopen, start progress) and update the summary, description, priority, due date or custom fields. Someone can ask it in Slack or Microsoft Teams to file or update a Jira issue and it does.
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Keep you in control. Actions need approval until you trust them. It can't delete issues or change watchers, links or attachments, and it doesn't answer JSM portal chat conversations.
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Test before it goes live. You can test it on real questions before it goes live and read every answer first.
Pricing is one fixed monthly price with no per-seat fee: a free plan with 100 credits, then from $299/month for 500 credits, where 1 credit is one ticket or chat however long.
Move beyond a simple Jira copilot connector
The concept of a Jira copilot is a powerful way to leverage Atlassian's industry-leading platform. Whether you use the official integrations from Microsoft and Atlassian or explore complementary tools like eesel AI, you are choosing a path that makes Jira even more capable.
For teams who want to get the most out of their Jira environment, exploring these different AI paths is a smart move. Jira remains the most trusted and mature platform in the industry, and these AI options are designed to help you tap into that power more effectively.
Get started with a Jira copilot that works for you
If you want an agent that works your Jira queue and answers from Confluence, eesel AI can do it. Try it free with 100 credits, no card needed.
Frequently asked questions
What exactly is a Jira copilot, and is it a specific product I can buy?
"Jira copilot" is a broad term for using an AI assistant to interact with your Jira data. It's not a single official product, but rather a concept often implemented through Microsoft 365 Copilot, Atlassian's Rovo (which now includes the features once branded Atlassian Intelligence), or third-party AI agents like eesel AI. The goal is to make project information more accessible and automate tasks within Jira.
Why do some integrations for a Jira copilot provide different levels of detail?
Standard connectors like Microsoft's provide a focused view of Jira data. Depending on your configuration, they might focus on specific ticket fields. To get a more rounded answer, some teams choose to supplement these with tools that can access broader information stored in other company resources.
What are the considerations when setting up a Jira copilot using Microsoft's official connector?
Setting up Microsoft's Jira copilot connector is an enterprise-grade process that ensures security. It typically requires Microsoft 365 admin rights and the configuration of OAuth 2.0 permissions. This process ensures that your data is handled according to professional IT standards.
What are the typical costs associated with implementing a Jira copilot?
Rovo is included in every paid Jira Cloud plan: 25 Rovo credits per user per month on Standard ($9.70/user/mo list price for up to 100 users), 70 on Premium ($19.60 at the same tier) and 150 on Enterprise. Credits are pooled across your organization, and usage past the allowance is billed at $0.01 per credit from 3 December 2026 unless an admin turns extra usage off. The Microsoft route needs a Microsoft 365 Copilot license. eesel AI starts with a free plan of 100 credits, then from $299/month for 500 credits, with no per-seat fee.
Can a Jira copilot integrate knowledge from all my company's tools?
Yes, many Jira copilot solutions are designed to unify knowledge. While some focus specifically on the Jira ecosystem, other advanced platforms can connect to numerous sources, enabling the AI to provide comprehensive answers based on your entire knowledge base.
What kind of automated actions can a Jira copilot perform?
A Jira copilot is a versatile tool. It can be configured to perform actions like updating ticket fields, adding comments, or applying labels. This allows for efficient workflow automation that supports your existing Jira processes.
Can eesel AI work as a Jira copilot inside Jira Service Management?
Yes. eesel AI connects to Jira Cloud with an API token and fires on new JSM issues and new comments. It can reply on the ticket or leave an internal note, and it can create, assign, label, transition and update issues, including when someone asks it in Slack or Microsoft Teams. It answers from Confluence live and reads Jira issues through JQL rather than copying them in. Most teams start with internal notes and let it reply once they trust it.