Dell’s AI Data Platform gets a knowledge graph for agents and faster Nvidia processing
Dell Technologies Inc. today expanded the Dell AI Data Platform with a semantic layer and a knowledge graph intended to give artificial intelligence agents trusted context from a company’s own data. Dell is also speeding up data processing on Nvidia Corp. graphics chips. The new features are aimed at enterprise data that was never organized […] The post Dell’s AI Data Platform gets a knowledge…
Dell Technologies is expanding its AI Data Platform with a semantic layer, a knowledge graph, and faster processing on Nvidia graphics chips. These enhancements aim to better utilize enterprise data that was not initially structured for AI consumption. The Semantic Layer provides consistent business definitions and rules across applications, while the Enterprise Knowledge Graph maps how a company's data relates.
Knowledge Agents, which specialize in specific topics, leverage this graph to access relevant data for answering queries. All three components operate within the customer's data center for security reasons. Nvidia's Nemotron Retriever models power the Knowledge Agents' reasoning and visual understanding capabilities. Dell's own tests showed a significant speedup in Apache Spark jobs, with an average of 3.9 times faster on a PowerEdge R770 server using Nvidia GPUs compared to central processing units alone.
The platform will be available in the first half of 2027, with related tools and services rolling out in subsequent months.
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