Company Knowledge Graph
Definition
A company knowledge graph is a business's scattered knowledge, its documents, data, decisions and relationships, connected into one queryable structure that both people and AI agents can reason across, instead of searching one tool at a time.
Most company knowledge lives in silos: files in one system, conversations in another, decisions in inboxes, and the connective tissue in people's heads. A knowledge graph joins those into nodes and relationships, so a question can traverse the whole business in one hop. Who is this customer, what did we promise them, what did the last three projects like this cost: answerable, because the links exist.
For AI this is the difference between a demo and a system. An agent is only as good as the context it can reach, and a graph is how context becomes reachable, with role-based access deciding which agents see what. Built on your infrastructure, it is also the asset that compounds: every year of use makes it denser, and it outlives any single model or vendor choice.
Where this shows up
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