Dell Adds Knowledge Graph to AI Platform
Dell expands its AI Data Platform with a semantic layer and knowledge graph to improve agent context, claiming significant GPU-accelerated data processing gains.
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Dell Technologies announced on October 6 an expansion of its AI Data Platform, introducing a Unified Semantic Layer and Enterprise Knowledge Graph to provide AI agents with trusted enterprise context.
Previously, agents often burned tokens querying basic information due to a lack of structured business definitions. The new architecture allows agents to trace data connections via the knowledge graph, such as linking sensor anomalies directly to at-risk orders.
On performance, Dell’s internal September tests showed Apache Spark jobs running 3.9 times faster on average on Nvidia RTX PRO 4500 GPUs compared to CPUs alone, with a peak speedup of 20.4 times. These tests used default settings with no tuning.
Core components are scheduled for release in the first half of 2027, while PowerScale multitenancy and security updates arrive in November.