Dell expands AI Data Platform with agent knowledge layer and storage tools

Dell added data orchestration, storage and services to its Dell AI Data Platform so AI agents can work from governed enterprise data. New features include a unified semantic layer, an enterprise knowledge graph and knowledge agents, with NVIDIA software in the processing stack. Dell's internal tests showed its data processing engine on NVIDIA RTX PRO 4500 Blackwell Server Edition GPUs averaged about 3.9 times faster than CPU-only runs.

• Available now: Dell Storage Performance Tool and AI-ready data services
• PowerScale security and multitenancy enhancements due November 2026
• Data processing engine acceleration due December 2026; semantic layer, knowledge graph and knowledge agents due 1H 2027
• Data processing engine averaged about 3.9x faster than CPU-only runs (Dell internal tests)