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All issues › Volume 343, Issue 1 › IT Vendor News › Dell

Getting Enterprise AI into Production Starts with Context

Dell, Tuesday, October 6th, 2026

Dell details its AI Data Platform's Unified Semantic Layer, Enterprise Knowledge Graph and Enterprise Knowledge Agent.

Dell argues that most AI pilots fail in production not because of the model but because production needs accurate, governed context at scale.

The Dell AI Data Platform is introducing a Unified Semantic Layer, an Enterprise Knowledge Graph and an Enterprise Knowledge Agent that connect structured and unstructured data.

Every layer of the data stack is now GPU accelerated to keep context current, with storage engines including PowerScale, ObjectScale, Lightning File System and Dell Exascale matched to workloads.

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