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Throwing an autonomous agent at a folder of unstructured PDFs and vector embeddings is a recipe for catastrophic hallucination. Agents fail not because foundation models lack intelligence; they fail for lack of context: the ontology, institutional memory, and semantics that actually define your business. Join Neo4j’s Philip Rathle to learn how to create a living knowledge graph as the “business twin” of your organization, giving agents the context to reason through real-world workflows without human babysitting, and solving for accuracy and explainability, and keeping token in check.

Why your AI agents don’t understand your business – and how to fix it

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