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Ironclad Launches Agent and Contract Knowledge Graph for Legal Teams

Ironclad has launched Ironclad Agent together with a Contract Knowledge Graph that maps clauses, relationships, obligations and past negotiation decisions, so legal, procurement and sales teams can query…

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Illustrative photo: 541 Cameron reviewing contract documents - USACE-p15141coll5-15675 (Wikimedia Commons, Public domain)
Photo via Wikimedia Commons (Public domain)

Ironclad has launched Ironclad Agent together with a Contract Knowledge Graph that maps clauses, relationships, obligations and past negotiation decisions, so legal, procurement and sales teams can query and act on contract context through conversational agents, according to reports. The launch presents the two pieces as a combined system for working with contract information.

According to reports, the Contract Knowledge Graph organises contract material by linking clauses to relationships and obligations, and by recording past negotiation decisions alongside the text. That structure is intended to give teams a connected view of contract context rather than isolated documents.

Ironclad Agent is positioned to let legal, procurement and sales teams query that context and act on it through conversational agents, according to the launch description. The system is pitched as grounding agent recommendations in a firm’s own prior deals and approved positions rather than generic training data.

The emphasis on a firm’s own prior deals and approved positions is central to how the product is described, according to reports. By drawing on the Contract Knowledge Graph, the agent is presented as answering and acting from the organisation’s recorded contract history, including clauses, relationships, obligations and past negotiation decisions captured in the graph.

Together, Ironclad Agent and the Contract Knowledge Graph are described as a way for legal, procurement and sales teams to work through conversational agents while staying connected to mapped contract context, according to reports. The launch frames the approach as using a firm’s own contract record to inform agent output, rather than relying only on general model knowledge.

The product description links the conversational agent experience directly to the graph of clauses, relationships, obligations and past negotiation decisions, according to reports. For legal, procurement and sales teams, the system is presented as a means to query that mapped context and act on it within the same conversational workflow described at launch.

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