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enterprise AI architecture

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Stephanie Baladi

Enterprise context layer requirements

AI agents require an enterprise context layer—not just enterprise search—that retrieves authoritative information from connected systems, understands cross-tool and cross-team relationships, enforces source permissions at every retrieval, and delivers precise evidence at each step of a workflow.

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From enterprise search to enterprise context: what AI agents actually need

Original excerpt

AI agents need more than just enterprise search to do reliable work. They need an enterprise context layer that retrieves the most authoritative information from connected systems, understands how that information relates across tools and teams, enforces source permissions every time, and delivers the right evidence at each step of a workflow.
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