Enterprise AI is quickly moving past the “which model?” conversation and into the harder question: “can the model trust the data?” That’s why Dell Technologies’ latest expansion of the Dell AI Data Platform is important. The new Unified Semantic Layer, Enterprise Knowledge Graph, and Knowledge Agents directly address one of the biggest barriers to production AI: enterprise data that is fragmented, inconsistent, poorly contextualized, and difficult for agents to reason over reliably. Dell is taking the right approach here. AI agents do not become valuable just because they can access more data. They become valuable when they can understand what that data means, how it relates to other business information, whether it is governed, and what context should shape the answer. The addition of NVIDIA-accelerated data processing, PowerScale multitenancy and security enhancements, and AI-ready services also shows Dell understands that production AI is not just a model problem. It is a data architecture, governance, performance, and operationalization problem. This is the kind of enterprise AI infrastructure thinking the market needs more of: less hype, more trusted context, better data foundations, and a clearer path from experimentation to production. Well done, Dell Technologies. Read the full release here: dell.com/en-us/dt/corporate/…\~usa\~2026\~10\~dell-technologies-turns-enterprise-data-into-trusted-context-for-ai-agents.htm#/filter-on/Country:en-us #EnterpriseAI #AIAgents #DataArchitecture #DellTechnologies #AIInfrastructure #GenerativeAI #KnowledgeGraph #DataGovernance