Ironclad runs the contract record. AI agents do the reading. The workflow that holds up under a real legal queue uses Ironclad as the system of record, an AI redline pass against the playbook, and a persistent place for the rationale behind every edit. The agent suggests, the attorney decides, the reason gets written down once and reused on the next vendor MSA. That is the loop.
The four-step workflow
1. Intake into Ironclad. Third-party paper enters through an Ironclad Workflow Designer launch form. The Ironclad Intake Agent extracts counterparty, contract type, governing law, and term, then routes the document. Without a workflow ID, you cannot tie any downstream agent output back to a record.
2. First-pass redline. Run the document through a redlining agent before a human opens it. Ironclad AI has a built-in Redlining Agent that compares against your playbook. Many teams also keep Spellbook or Harvey in the loop, and use ChatGPT or Claude for the explanation pass. See AI contract redlining for deeper mechanics.
3. Playbook match. Each flagged clause maps to a fallback in your clause library. The agent proposes the first acceptable fallback, the attorney approves or overrides. Escalations log as playbook deviations.
4. Approver routing and signature. Ironclad routes to the right approver chain. Final execution goes through Ironclad Sign or DocuSign CLM. The contract artifact and metadata stay in Ironclad. According to Ironclad's developer hub, the Public API exposes workflows, records, and entities, enough to push approver decisions and pull signed copies back.
Worked example: a vendor MSA redline
A SaaS vendor sends a 38-page MSA with a 12-month auto-renewal and uncapped liability for data breach. The Intake Agent creates ironclad_workflow_id: wf_8821. The Redlining Agent flags eleven items: liability cap missing, governing law set to vendor's state, renewal needs 90-day notice not 30, audit rights too narrow. Spellbook adds two flags on the data processing addendum. The attorney accepts nine redlines, rewrites one, rejects one because this counterparty has leverage. The contract goes to the VP of Legal for the cap deviation, then to the CFO for the spend threshold, then to signature. Total attorney time: 22 minutes instead of 90.
Where the workflow leaks
The eleven flags came with reasons. The attorney's override on the liability cap came with a reason. The CFO's spend approval came with a reason. None of that lives inside the signed PDF, and none of it survives in Ironclad's metadata fields cleanly. The next vendor MSA gets the same eleven flags, and the same attorney writes the same override from scratch.
One way to solve this is a workspace like Dock that holds the agent's interpretive layer: the redline rationale, the playbook deviation, the approver chain decision, the risk-flag explanation. The Ironclad workflow ID and DocuSign envelope ID become pointers on Dock rows. Ironclad stays the system of record. Dock holds what the agent thought about the contract. Irreversible actions use two-key handshakes so the agent cannot push a deviation into execution alone.
Why this matters
World Commerce and Contracting benchmark data consistently shows that the average contract cycle loses days to internal review, not external negotiation. Faster redlines do not fix that. Reusable rationale does. The compounding asset is the explanation, not the edit.
Start with the broader pillar: how to do legal review with AI.
FAQ
Does Ironclad AI replace tools like Spellbook or Harvey? Not in most setups. Ironclad AI handles intake and in-workflow redlining. Spellbook lives in Word for drafting passes. Harvey is heavier and used for diligence and research. Teams routinely run two or three together.
How do we audit what the agent changed? Log every suggestion, acceptance, override, and rationale. Tie each entry to the Ironclad workflow ID. See agent audit and compliance for the structure.
Can the agent send a contract to signature on its own? It should not. Signature is irreversible. Gate it behind a two-key handshake where the attorney and one approver both confirm.
What about non-Ironclad customers? The same pattern works with LinkSquares, Evisort, Lexion, or Robin AI as the CLM of record. Swap the workflow ID, keep the rationale store.