Confluence + AI: Use Confluence Through Juma's AI Workspace
Connect Confluence to Juma to curate the brand wiki, draft campaign pages, and run cross-space search that actually finds the answer, all from chat through Atlassian's Rovo connection.
.png){kind=icon}
Key takeaways
Yes, Confluence works with AI through Juma
Connection runs on Atlassian's official Rovo MCP (Model Context Protocol) Server, GA September 2025, which gives external AI assistants permission-respecting access to Confluence.
Page lifecycle is the daily workhorse
Fetch, update, and create pages across Spaces from chat, with every edit staged as a reviewable diff before it lands.
Search that actually works
Rovo Search, Atlassian search, and CQL queries run together in chat, so "find what we decided about X last quarter" returns linked pages with a synthesized answer, even when the exact words are not on the page.
Keep the brand wiki from going stale
Triage Slack questions and campaign decisions into the wiki as a proposed changeset the team approves, instead of a maintenance chore nobody owns.
Used by 400+ marketing teams
Including Salesforce, Maersk, and Costa Coffee. 4.9/5 on G2.
Enterprise-grade by default
SOC 2 Type II, ISO 27001, GDPR, HIPAA. Zero data retention from AI providers.
Can I access Confluence through AI?
The connection runs on Atlassian's Rovo MCP Server (GA September 2025). MCP is an open standard for AI assistants to call tools; Atlassian's MCP uses the same OAuth-authenticated access pattern Atlassian's own products use, so there is no third-party scraper or polling middleware in the path. Each user authorizes their own access, and the Confluence Spaces Juma can see match that user's Atlassian permissions across every site they belong to. Once connected, Confluence is available across every Juma project and chat.
This sits next to a related but separate product: Atlassian Rovo, the AI agent that runs inside Atlassian's own products. Rovo is strong at read and summary work inside Confluence; composing multi-step work across Confluence, other tools, and a brand voice is where a marketing team needs more. With Juma, Confluence becomes one surface among several (Jira, Webflow, HubSpot, GA4, Slack) in a single workflow. Strategy, taste, and judgment stay human; every page edit passes through review before it lands.
What can Juma do with Confluence?
Through Juma, the team can use Confluence to draft campaign pages in brand voice, curate the brand wiki and messaging playbooks, and run cross-space search that returns a synthesized answer with citations. Each request returns the same kind of artifact: a created or updated Confluence page, or a search answer linked to the source pages.
01 · Draft and maintain
Draft and maintain campaign pages
Ask in chat to "create a Confluence campaign page for our Q3 launch with strategy, channel sub-briefs, a retro section, and meeting notes." Juma drafts the page in the project's brand voice from Project knowledge, structured and ready for the team to refine. As actuals come in, ask to populate the retro with HubSpot pipeline value, GA4 conversions, and ad-platform spend. Confluence stays the strategy surface; the numbers land as a reviewable update rather than a manual paste.
02 · Curate the brand
Curate the brand wiki and messaging playbooks
Brand wikis go stale because nobody owns the maintenance. Ask Juma to "triage this week's #brand-questions Slack channel into the Confluence wiki," and the team gets back a changeset: which existing pages to update, which new ones to create, and which to skip. Approve the diff and the updates land in Confluence with the Slack thread linked. The same pattern works for ICP docs, messaging playbooks, GTM SOPs, and competitive battlecards.
03 · Run cross-space search
Run cross-space search that finds the answer
"Confluence search sucks" is a 14-year complaint chain that still surfaces on Hacker News and the Atlassian Community in 2026. Ask a marketing question in plain English and Juma returns a synthesized answer with linked page citations across the relevant Spaces. Rovo Search, Atlassian search, and CQL run together so the right matches surface even when the search terms do not appear verbatim. The synthesis can be archived as a new Confluence FAQ page.
How does Juma + Confluence replace your marketing-knowledge stack?
Most marketing teams on Confluence stack it with Atlassian Rovo for in-product summaries, a third-party search add-on, a standalone AI writing tool, and Zapier or n8n for the Confluence-to-HubSpot pieces. Juma keeps Confluence as the knowledge surface and drops the layer between its pages and a finished deliverable: the writer that does not know the brand voice, the bolt-on search tool, and the middleware that never shows a reviewable diff.
What disappears is the layer between Confluence's pages and a finished marketing deliverable: the standalone writing tool that does not know the brand voice, the third-party search add-on, and the Zapier zaps that do not show a reviewable diff. House of Growth produces 160 articles per month and saves 85+ hours of manual work using Juma; the same compression applies to Confluence-centered workflows. Juma augments the team, it does not replace it; every Confluence edit passes through human review before it lands.
What does Confluence work best with in Juma?
Confluence compounds when it sits next to the tools that feed and act on its knowledge: Slack (where decisions get made), HubSpot (the sales-side numbers a campaign retro needs), and Jira (where strategy becomes execution). Juma threads all three combinations into one chat.
Decision capture and handoff
Slack is where the team asks questions in real time; Confluence is where the canonical answer should live. With Juma, ask to triage worth-keeping Slack threads into the right Space: the team reviews the proposed changeset (new pages, page updates, skip-list) and approves the diff. Slack threads link back to Confluence, and Confluence updates post back into Slack, so the wiki stays current without a manual maintenance loop.
Real numbers in the retro
A campaign retro in Confluence is only as good as the data in it, and HubSpot holds the pipeline value, MQL count, and deal velocity. Through Juma, ask to pull this campaign's HubSpot numbers into the Confluence retro page, and they land directly on the page as a reviewable update. The strategy doc and the outcome live in one place, without a middleware sync.
Strategy to execution
Confluence holds the campaign strategy and the brief; Jira is where the work gets tracked. With Juma, ask to scaffold a Jira epic with child issues from a Confluence campaign page, and keep the two linked. The plan in Confluence becomes tracked tasks in Jira without a marketer retyping it issue by issue.
How to connect Confluence to Juma
To connect Confluence to Juma:
Open Integrations
Click your name in the bottom-left corner of Juma, then Integrations.
Find Atlassian Rovo
Under Productivity & Knowledge integrations. Confluence connects through the same Atlassian authorization.
Connect
Click Connect, sign in to Atlassian, and authorize Juma. The connection runs on Atlassian's official Rovo MCP Server. Each user authorizes their own access, so the Confluence Spaces Juma can see match that user's Atlassian permissions across every site they belong to.
Done
Confluence is now available across every Juma project and chat. Juma will prompt to use Confluence when relevant during chat, or ask directly: "Use Confluence to find what we decided about Q3 pricing."
Trusted by marketing teams that ship
Customer outcomes
240+ teams
Security & compliance
Questions, answered
Can I use Confluence with ChatGPT or Claude instead of Juma?
Yes. Atlassian's Rovo MCP Server works with any MCP-compatible AI assistant, including ChatGPT and Claude. What Juma adds is a marketing workspace: persistent Projects with brand voice, multi-tool composition (use Confluence alongside Jira, HubSpot, Webflow, GA4, and Slack in one chat), finished deliverables instead of chat responses, and platform-level controls (audit logs, SSO/SAML, SOC 2 Type II).
Can Juma actually update Confluence pages, or just read them?
Both, with review. Through the official Rovo MCP Server, Juma can create and update Confluence pages (full replacement, search-and-replace, or targeted insert), as well as read and search them. Every change is staged as a diff or a draft for the team to review before it lands.
Does Confluence search through Juma actually work better than native search?
Yes, for marketing-shaped queries. Native Confluence search is keyword-based and famously brittle ("Confluence search sucks" is a 14-year complaint chain on Hacker News and the Atlassian Community). Through Juma, the same question gets answered with a synthesized response and linked page citations, using Rovo Search, Atlassian search, and CQL together so the right matches surface even when the exact words are not in the page. The synthesis can be saved as a Confluence FAQ page.
Does Juma store my Confluence data?
Each chat request pulls only the pages or search results it needs from Confluence, not a bulk export. Results stay inside the Juma workspace, encrypted with AES-256 in-transit and at-rest. The zero data retention policy with AI model providers means Confluence content is never used to train any third-party model. SOC 2 Type II and ISO 27001 audits available on request. Confluence can be disconnected at any time.
What's the difference between Atlassian Rovo and Juma + Confluence?
Atlassian Rovo is Atlassian's in-product AI: it runs inside Confluence and is good at read, summarize, and lookup actions. Juma + Confluence runs the marketing workflow across Confluence plus every other tool the team uses (Jira, Webflow, HubSpot, GA4, Slack), writing in the project's brand voice. Rovo is the in-product AI for inside-Confluence queries; Juma is the cross-tool marketing-workflow engine.
Can I cancel Confluence and just use Juma?
No. Juma needs Confluence's pages and Spaces; Juma is the workflow layer on top of Confluence, not a replacement for it. What gets dropped is the rest of the marketing operations stack: the standalone AI writing tool, the third-party Confluence search add-on, and the Zapier or n8n middleware between Confluence and HubSpot. Confluence stays as the knowledge surface.
How much does it cost to use Confluence through Juma?
Juma prices by what gets done. Tasks consume credits: low-effort tasks like a Confluence edit are 1 to 100 credits; high-effort tasks like a campaign build runbook are 100 to 500 credits; failed tasks cost zero. Free, Pro, and Enterprise plans all include unlimited seats and the Atlassian connector. The Atlassian subscription is separate.
Ask AI about us
400+ marketing teams trust Juma. ChatGPT, Claude, and Perplexity know why. Ask them.
Ready when you are
What's on your plate today?
Start typing a task and Juma will figure out the rest.