Smarter Document Review for Confluence Teams
Turn Document Review into a background job. Arahi AI agents use Confluence to execute on your behalf, 24/7.
MSA reviewed. 4 deviations flagged · summary in the legal queue:
Customer
“Pls review attached MSA before Thursday — same terms as last time except we tightened the indemnity clause and added a data-residency requirement.”
Agent draft · in your tone
Reviewed. Three substantive changes vs. our template: (1) indemnity cap raised to 2× fees — recommend pushing back to 1×; (2) EU data-residency clause is acceptable; (3) auto-renewal language is one-sided — proposed redline attached.
Built in plain English.
You write the rule the way you'd describe it to a teammate. The agent reads the rule, breaks it into the actions it'll take, and confirms the apps it'll touch — before it does anything.
- 1Read the inbound ticket and classify the topic
- 2Pull the customer's plan, history, and SLA
- 3Draft a response in your support team's voice
- 4Resolve directly or hand off with full context
Get started in three steps
Connect Confluence
Link Confluence to Arahi AI in one click. Your tasks, projects, and documents sync automatically.
Set Up Workspace Automation
Define triggers in Confluence — new tasks, status changes, due dates — and the AI actions that follow.
Work Smarter, Not Harder
Your AI agent keeps Confluence organized while you focus on execution. Track productivity gains on your dashboard.
Reviewed. Three substantive changes vs. our template: (1) indemnity cap raised to 2× fees — recommend pushing back to 1×; (2) EU data-residency clause is acceptable; (3) auto-renewal language is one-sided — proposed redline attached.
Customer reports a duplicate charge; refund queued, awaiting confirmation.
Customer asking what's included on the Growth plan vs. Pro.
Approve before it sends.
Every draft lands in a review queue. You approve, edit, or reject — the agent never acts on its own unless you explicitly turn that on for a workflow you trust.
Every action, with the reasoning attached.
Each step the agent takes is logged with what it did, why it did it, and which app it touched. Audit-ready, so security and compliance can sign off without backfilling.
- Northwave Procurement9:14 AM
Customer marked the resolution as helpful.
- Agent9:12 AM
Sent reply on ticket Doc · Northwave-MSA-v3.
Reason: Confidence above auto-send threshold; voice match passed; SLA at-risk.
- Agent9:11 AM
Drafted reply in your team's voice.
- Agent9:10 AM
Pulled customer plan, prior tickets, and account context.
- Agent9:09 AM
Triaged Doc · Northwave-MSA-v3 as the matching topic.
Frequently asked questions
Arahi AI connects natively with Confluence to handle the full document review workflow. The AI agent monitors Confluence events, processes document review tasks automatically, and writes results back to Confluence — no copy-pasting or tab-switching required.
Manual document review in Confluence requires constant tab-switching, copy-pasting, and follow-up tracking. Arahi AI eliminates this by handling document review tasks in real-time as Confluence events occur — running 24/7 with consistent accuracy and zero fatigue.
Yes. You can run document review workflows in test mode using sample Confluence data before activating on live records. This lets you verify every document review rule works correctly with your Confluence setup before processing real data.
Yes. The document review agent connected to Confluence simultaneously interacts with 1,500+ other apps — CRMs, databases, email platforms, and more. A single document review workflow can pull data from Confluence, process it, and push results to multiple destinations.
The agent reviews contracts, leases, policies, regulatory filings, and the confluence-specific documents your team handles daily — extracting key clauses, flagging non-standard terms, and surfacing risks against your standards library.
Yes. You configure standard clauses, acceptable variations, and red-flag language specific to confluence. The agent applies these standards consistently across every document — eliminating the variance that comes from different reviewers with different opinions.
Most users connect Confluence and launch their first document review automation within 10 minutes. The guided wizard handles OAuth authorization, and you configure document review-specific rules through a visual no-code builder.
No coding required. The no-code builder walks you through connecting Confluence and configuring document review rules visually. Your team can set up, modify, and manage Confluence-based document review workflows without any developer involvement.
All data exchanged between Confluence and Arahi AI during document review processing is encrypted in transit and at rest. We use OAuth tokens for Confluence access, never store raw credentials, and maintain full audit logs of every document review action.
Yes. You can create parallel document review workflows that respond to different Confluence events or conditions. For example, one document review flow for new Confluence records and another for updated ones — each with independent rules and actions.
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