Dell expands AI Data Platform to build a context layer

Dell is rolling out its Dell AI Data Platform in two stages: Nvidia GPU acceleration for data prep later this year, claiming a 3.9x average speedup, and a unified semantic layer, enterprise knowledge graph and knowledge agents in the first half of 2027. The goal is a coherent context layer linking disparate data for humans, agents and enterprise systems.

• Nvidia GPU acceleration speeds data prep 3.9x on average, up to 20x in one test
• Semantic layer, knowledge graph and knowledge agents arrive in 2027
• 53% of 2,950 surveyed leaders named scaling AI a top priority for 24 months
• Dell is embedding Nvidia cuDF and cuVS libraries into its Apache Spark engine