Dell targets enterprise AI production infrastructure gap

As enterprises move agentic AI from experimentation into production, Dell Technologies is positioning its infrastructure strategy to address what it calls an AI execution problem. Dell's AI Data Platform aims to connect on-premises data with AI workloads across hybrid environments, emphasizing storage, security, and data management. Company executives argue that most enterprise data still resides on-premises, making local compute and orchestration more cost-efficient. Dell CTO John Roese warns against treating legacy infrastructure as the anchor, advocating instead for a purpose-built AI environment where existing systems serve as feeders rather than foundations.