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Confluence AI agent and AI assistant
Confluence AI agent that reads your spaces, answers in Teams and Slack.

Confluence AI agent that reads your spaces,
answers in Teams and Slack.

Runbooks, handbooks and how-tos pile up in Confluence while people keep asking IT and HR. Workativ reads the spaces you choose, answers in Microsoft Teams or Slack with a link to the page, and files the request when an answer is not enough.

IT Teams of all sizes trusts Workativ AI to automate IT Operations & Support

Companies using Workativ: GoTo, Learnpath, MERIT, Lagardère, Kraft Heinz
Confluence AI agent what goes wrong with a Confluence knowledge base

The answer is usually in Confluence somewhere. Finding the right copy is the hard part, and Rovo expects every asker to have an Atlassian account.

Wikis outgrow </br> their page trees

Wikis outgrow
their page trees

Spaces pile up over the years, and search lists page titles instead of the step that answers the question.

Old and new </br> pages sit side by side

Old and new
pages sit side by side

Archived spaces and copied pages give two answers to one question, and people trust whichever ranks first.

Native AI wants an </br> Atlassian account per asker

Native AI wants an
Atlassian account per asker

Rovo works for people with a Jira or Confluence Cloud account, so anyone outside those tools is left out.

Confluence AI assistant IT and HR answers in Teams and Slack

Staff type the question in Teams or Slack, and the reply
is pulled from the Confluence page that covers it.

Each reply gives the page, its space and when it was last updated. When two pages disagree or none exists, the agent says so and hands over what it checked.

A VPN setup question is answered with the steps from the IT space, not a link to a page tree.

The reply gives the steps and names the page and the space it came from

The last-updated date is shown, so the reader can judge how old the steps are

Learn more →
IT how-to
Customer proof from a Workativ deployment

How NMDC Group deflected 78% of IT tickets
real conversation in MS Teams, not a portal switch.

78%

NMDC IT tickets closed without an engineer

Password resets, access requests, and incident triage resolved in chat without a technician, across 6,000 tickets a month.

$37K+

L1 cost
taken out each month

About 390 engineer-hours a month of L0 and L1 work no longer lands on the team.

"Workativ has been with us every step of the way. From our first IT support use case to HR, and soon Procurement. The platform grows with us, and so does the team behind it. It's rare to find a solution that's both powerful and genuinely easy to manage."

NMDC Group

Imran Abid

IT Operations Leader · NMDC Group

Imran Abid
How to deploy

Deploy a Confluence AI agent in three steps.

Connect Confluence
Platform

Your team keeps writing pages in Confluence.
Workativ makes those pages answerable from chat.

Choose the sites, ground every answer in them, and keep an eye on what is missing or out of date.

No-Code Builder for Your Confluence AI Agent

No-Code Builder for Your Confluence AI Agent

Choose which spaces the agent may read and who it answers

Decide the voice and who takes over for IT, HR or engineering topics

Let an answer end in a request where that makes sense

Confluence AI assistant · Confluence chatbot · Confluence Slack integration · Confluence Teams integration

Atlassian Rovo and a Confluence AI assistant in chat, compared.

Atlassian built Rovo into its own products. Workativ answers from Confluence in the chat tools employees already use, and goes on into the systems around it.

What matters to IT
Workativ HR chatbot
confluence
Who can ask
Any employee in Teams or Slack, no Atlassian account required
Any employee in Teams or Slack, no Atlassian account required
Someone with an active Jira or Confluence Cloud account on a site where Rovo is enabled
Where people ask
Microsoft Teams and Slack
Microsoft Teams and Slack
Inside Confluence and Jira, and through Rovo apps for Slack and Teams
How access is decided
The spaces you add the connected account to, read-only
The spaces you add the connected account to, read-only
Each person's own Atlassian access in direct messages and private replies
Each person's own Atlassian access in direct messages and private replies
Content beyond Confluence
SharePoint, uploads and other sources alongside Confluence
SharePoint, uploads and other sources alongside Confluence
Jira, Confluence and connected tools such as SharePoint and Google Drive, searched in private replies
Acting after the answer
Starts requests in your ITSM, Entra ID or Microsoft 365, with approval
Starts requests in your ITSM, Entra ID or Microsoft 365, with approval
Creates and updates Jira work items and Confluence pages, after confirming with the user
Replies in shared channels
Same answer for everyone in the channel
Same answer for everyone in the channel
Public replies need a shared account set up by an admin, and reach only content that account is allowed to see
HR inbox problem same questions, 40 times a week

Where every asker already holds an Atlassian account and nothing leaves Jira and Confluence, Rovo may be enough, and its per-person access is a real advantage. Workativ makes sense when askers have no Atlassian account, or when an answer has to end with a request in another system. Plenty of teams would run the two together.

Confluence knowledge base · Confluence helpdesk · Confluence Slack integration · Confluence Teams integration

The answer comes from Confluence.
Your other systems handle what comes next.

A page about getting access can lead to a Jira ticket or an Entra ID group change, without the employee leaving the thread.

Security & Compliance

Enterprise-grade security for IT environments
where data protection is non-negotiable.

Workativ HR AI assistant security certifications SOC 2 Type II, ISO 27001, GDPR, HIPAA compliant
Immutable audit trail
Role-based access controls
Secrets & token masking
Prompt injection protection
SSO & MFA
SIEM integration

Put a Confluence
AI agent in Teams and Slack.

Answers from the spaces you choose, with the page linked and a hand-off when none exists. Live in 3–5 days.

Frequently
asked questions

Frequently asked questions about
the Confluence AI agent

What is a Confluence AI agent?

A Confluence AI agent takes questions from staff in Microsoft Teams or Slack and answers from the spaces you point it at, linking the page each time. Workativ's version does one more thing: when the answer is a procedure that needs someone's approval, it can send that request on, and when no page applies it passes the question to IT or HR.

Is a Confluence AI assistant the same as Atlassian Rovo?

No. Atlassian Rovo is Atlassian's own AI, built into Confluence and Jira, with apps for Slack and Teams. A Confluence AI assistant from Workativ is a separate agent that reads your spaces and answers in chat for people who may not have an Atlassian account. Some companies run Rovo for their Confluence users and Workativ for everyone else.

What Confluence content can the agent read?

Whatever sits in the spaces you select, meaning pages and the files attached to them. Spaces you leave out are never touched. IT, HR and onboarding make a sensible first batch, with engineering or finance following later.

How does Workativ connect to Confluence, and what access does it need?

Through a dedicated Atlassian account connected to your Confluence Cloud site, with read-only scopes covering page content, space details and search. Atlassian applies Confluence permissions on top of the scopes, so the account sees only the spaces you add it to. Plan for that account to count as one Atlassian user.

Does the agent respect Confluence permissions?

It follows the permissions of the account it connects with, page restrictions included, so a page that account cannot open is never read or quoted. Rovo answers from each person's own access, which Workativ does not do. Here access is set per audience, so restricted material belongs in spaces the account has not been added to.

How does it keep answers current?

When someone edits a page in Confluence, Workativ picks up the new version, so the next answer uses it. Every answer carries the page title, the space and the date it was last updated, and you can choose an age after which the reply warns that the page may be stale.

What happens when old and new pages disagree?

It uses the page from the space you marked as current, mentions that an older copy exists, and sends both pages to the space owner as a task. If nothing matches at all, IT or HR gets the question with the nearest pages, and the employee hears that someone is looking into it.

Can it do more than answer questions?

It can. After an answer that describes a request process, such as getting into a space or ordering a laptop for a new hire, the agent proposes starting it. The request goes into your ITSM or through the Entra ID and Microsoft 365 agents and follows whatever approval chain you already have.

Do we need Rovo or extra Atlassian licenses to use it?

Rovo is included with Standard, Premium and Enterprise Cloud plans of Jira and Confluence, with a monthly credit allowance and billing per credit beyond it, according to Atlassian's licensing page. Workativ does not draw on those credits, and employees do not need an Atlassian account to ask a question in Teams or Slack.

What is the difference between a Confluence chatbot and a Confluence AI agent?

A chatbot looks up a page and replies. An agent decides which page to trust when two disagree, starts the follow-up request, and tells space owners which questions found nothing. Workativ's earlier Confluence chatbot page describes the first part, and this page covers the full agent.

How long does deployment take?

Most teams have the Confluence AI agent live in three to five days. Connecting the Atlassian account takes little time. The days go on picking the first spaces and testing real questions against the pages they cite, usually starting with IT and HR.

Which chat platforms does it support, and what can we measure?

Both Teams and Slack, giving the same answers. The dashboard lists the pages cited most, the questions that matched no page, and the pages older than your limit. Logs record which pages backed each answer and can be sent on to your SIEM.