What can an AI agent do with Confluence?

A Confluence AI agent can search across spaces, read page content and comments, navigate page hierarchies, and create or update documentation. It can surface relevant knowledge during any workflow - turning your team wiki into a live resource rather than a static archive. Write actions require your approval.

Which Confluence spaces can my agent access?

Your agent accesses spaces using the permissions of your connected Confluence account. It can only read or write to spaces and pages your account has permission to view or edit.

Will my agent edit pages without asking me?

No. Creating and updating pages are write actions that require your approval in safe and plan permission modes. You can configure auto-approval for trusted automated workflows.

How is a Confluence AI agent different from Confluence search?

Built-in Confluence search finds pages, but can't reason about them, synthesize answers across multiple docs, or take action. An AI agent reads the content, understands context, and can summarize, answer questions, update pages, or route information to other tools like Slack or Jira.

Productivity

Confluence, run by an agent.

An AI agent that searches, summarizes, and updates your Confluence knowledge base.

Connect Confluence Book a demo

What it does without asking

2 tools

cql search
get attachment labels

These run without asking so your agent can gather what it needs. Anything that changes Confluence goes through approval: your agent shows you the plan first, and you can approve a recurring task once so it runs unattended after that.

A real run

An example of how a run works, including the approval step. Not a Confluence run.

Google Ads

Paid search

Working

review last week's google ads and cut wasted spend.

Queried Google Ads · last 7 days · 4 campaigns

Analyzed search terms · 312 terms · 18 with zero conversions

Drafted changes · 12 negative keywords · 2 budget shifts

Found $1,840/mo going to search terms that never convert. I'd add 12 negatives and move that budget to your two best campaigns. This changes the account, so it's your call before I touch anything.

Plan approval

Add 12 negative keywords stops $1,840/mo on terms with 0 conversions · reversible
Shift budget move the freed spend to your 2 best campaigns · roas 4.2×

Waiting for your approval. Nothing runs until a human decides.

example

Connecting Confluence

About 10 minutes

Auth: OAuth, managed
Setup: About 10 minutes

Example tasks

Real work people hand to an agent that uses Confluence.

Search your knowledge base during a run and include relevant docs in a Slack summary
Auto-generate a weekly changelog page from merged pull requests and task completions
Onboard new agents by answering questions directly from your Confluence docs
Keep runbooks and postmortem pages up to date after incidents are resolved