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ARTICLE · 03 JUNE 2026

What’s A Legal Context Graph, And Why Do Legal AI Agents Need One?

IR Global
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A new associate joins a complex matter and spends days reconstructing context that already exists somewhere in the firm. A partner asks whether the firm has handled a similar issue before, and the answer depends on who happens to be in the room. A senior lawyer retires, and decades of judgment, precedent, and practical knowledge become harder to reach.

GlobalTechnology
Sam Dobson (NetDocuments)
Sam Dobson (NetDocuments)
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Scott Kelly Vice President of Product and AI Strategy

For years, law firms and legal teams have lived with a knowledge problem hiding in plain sight.

A new associate joins a complex matter and spends days reconstructing context that already exists somewhere in the firm. A partner asks whether the firm has handled a similar issue before, and the answer depends on who happens to be in the room. A senior lawyer retires, and decades of judgment, precedent, and practical knowledge become harder to reach.

AI changes the equation. Lawyers are no longer the only consumers of legal knowledge. AI assistants, agents, and emerging autopilots now need to work with that knowledge too. And an agent that cannot reach the right context is working blind.

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