Ironclad Agent and Contract Knowledge Graph
Turning contracts, deal history and negotiation knowledge into queryable commercial context, so answers come from your own precedents rather than generic training data
Tool Overview
Details, capabilities and usage guidance
Features
- ✓ Ironclad Agent: Ironclad says it is the front door to the AI platform, giving teams one conversational interface to access contracts and workflows, ask questions about them and orchestrate specialised AI agents
- ✓ Contract Knowledge Graph: Ironclad says it connects clauses, relationships, obligations and past decisions and organises them into commercial context, so agents understand how agreements relate to each other and learn the organisation's established positions and practices
- ✓ Knowledge stays inside: Ironclad says this knowledge remains with the company even when the people who negotiated the contracts have moved on
- ✓ Policy-Based Access Control: Ironclad says shared policies replace hundreds of one-off permissions, so admins update one policy when teams change or regions are added - more precise, auditable and scalable, for example letting regional teams see only the contracts relevant to them
- ✓ Workflow Designer Agent: Ironclad says teams describe the process they want in a guided conversation - who approves, when something escalates, where work routes - and the agent updates the workflows, makes bulk changes and keeps new workflows matching company standards
How to Use
- Read Ironclad's official press release to confirm the description of Ironclad Agent, Contract Knowledge Graph, PBAC and the Workflow Designer Agent
- Pilot on a single use case such as renewals or NDA review, with a clear human-review gate
- Use PBAC as described to consolidate permissions into shared policies instead of separate setups per team, region or contract type
- Adjust approval and escalation flows conversationally with the Workflow Designer Agent, and measure the disagreement rate between agent recommendations and experienced counsel
FAQ
What is Ironclad Agent?
Ironclad's press release describes it as the front door to the AI platform: a single conversational interface where legal, procurement and sales teams search, understand and act on contracts and workflows in natural language and orchestrate specialised AI agents. Ironclad says it understands a company's contracts through context from past deals, negotiation decisions, counterparty positions and internal benchmarks rather than generic training data or isolated documents.
What problem does the Contract Knowledge Graph solve?
Ironclad says many companies use AI agents on contracts, but most agents work in silos and lack the shared context needed for reliable answers, because they do not know how deals were negotiated or what the business learned over years of making them. CKG connects clauses, relationships, obligations and past decisions into commercial context, and Ironclad says that knowledge stays within the company even when the people who negotiated the contracts move on.
What supporting figures does Ironclad cite?
The release cites an IDC report from 2026 finding that 86% of organisations say disconnected contract processes delay revenue and purchasing cycles, eroding trust and margins. Ironclad also says a recent Ironclad survey found 88% of its customers plan to expand their use of Ironclad Agents. Both figures come from Ironclad's own materials.
How is PBAC different from traditional role-based access?
Ironclad says most companies use role-based access control, where every new team, region or contract type requires separate permission settings that get harder to maintain. Policy-Based Access Control replaces those one-off configurations with shared policies that apply to anyone meeting defined criteria, so when teams change or regions are added admins only need to update one policy, making the process more precise, auditable and scalable.
Is there evidence from real use?
The release quotes Sharisse Cumberbatch, VP and Associate General Counsel at ANDMORE, saying she used to spend about three hours reviewing an 80-page master services agreement and identifying risks, and now completes that analysis and finds the most important risks in about 20 minutes with the Contract Review Agent. Ironclad lists Associated Press, Canva, Databricks, L'Oreal and Notion among its customers.
What should teams watch when adopting this?
Ironclad frames these as grounded agents whose answers reflect your own precedents and approved positions, which is meant to reduce contradictory or out-of-context advice - a common failure mode when agents touch sensitive commercial terms. Keep human review in place, consolidate permissions into shared policies, and track a metric such as disagreement rate against experienced counsel.