Document review by an agent that read the whole thing, not just the first page.
Claude reads contracts, RFPs, policies, or technical docs end-to-end, summarizes the changes against your standard, and flags the clauses where the deviation actually matters.
MSA reviewed. 3 deviations flagged · summary in legal queue:
Customer
“Pls review attached MSA before Thursday — same terms as last time except we tightened the indemnity clause and added an EU 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.
How does Anthropic (Claude) work for document review automation?
Anthropic (Claude) works for document review automation by powering an Arahi AI agent that runs the workflow end-to-end inside your existing tools — no code, no custom build. The agent connects to Anthropic (Claude) alongside the other apps your team already uses, watches for the triggers that matter for document review, and takes the next step on its own while keeping a complete audit trail for review. AI analyzes contracts and documents in minutes instead of hours, surfacing key clauses and risks. Teams typically see hours → Minutes with flags for attorney attention once the agent is in production. You stay in control: every action is logged, confidence thresholds are configurable, and anything ambiguous is queued for a human instead of being silently auto-completed.
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 Anthropic (Claude)
Authorize Anthropic (Claude) in your Arahi AI dashboard. The secure connection takes less than 60 seconds.
Configure Your AI Agent
Set up triggers, actions, and conditions specific to how your team uses Anthropic (Claude).
Deploy & Monitor Results
Your AI agent goes live immediately. Track tasks automated, time saved, and accuracy metrics in real-time.
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.
- Outpost Procurement9:14 AM
Customer marked the resolution as helpful.
- Agent9:12 AM
Sent reply on ticket Doc · Outpost-MSA-v2.
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 · Outpost-MSA-v2 as the matching topic.
Frequently asked questions
Long-form, structured-prose documents where the value is in details: contracts, MSAs, vendor agreements, RFPs, policies, technical specs. Anything where you'd otherwise pay a junior associate or a senior manager to read carefully.
Point it at your playbook (preferred terms, hard-line redlines, fallback positions). Claude reads it in full and uses it as the standard. New documents are compared section-by-section, with deviations highlighted and ranked by significance.
Yes — that's the value. A renewal that shifts from auto-renew to manual-renew without raising the price gets flagged because the long-tail revenue impact is real. The agent reads context, not just keywords.
A redlined version of the document plus a one-page summary memo. Stored alongside the original (DocuSign, PandaDoc, your DMS), with the reasoning preserved for audit.
It's a force multiplier for lawyers, not a replacement. Treat the output as a careful first pass — your lawyer reads it, confirms or overrides, and signs. The agent learns from the overrides.
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