Dell expands Dell AI Factory with NVIDIA hardware and software

Dell Technologies has unveiled a significant expansion of its Dell AI Factory with NVIDIA, introducing new hardware, software, and ecosystem partnerships aimed at helping enterprises scale artificial intelligence from local workstations to massive data centers. The announcements, made at the Dell Technologies World conference in Las Vegas, focus on reducing costs, improving data security, and simplifying the path from AI experimentation to production.

A central new offering is Dell Deskside Agentic AI, a platform that allows workgroups to develop, test, and run AI agents locally on high-performance Dell workstations. Company executives said this approach addresses major enterprise concerns: escalating cloud costs and data privacy risks. They cited an internal example where a single developer incurred a $3,400 cloud bill by consuming one billion tokens in 24 hours. Dell claims the local solution can reduce spending by up to 87 percent compared to public cloud APIs over two years, with a break-even point achievable in as little as three months. The system utilizes NVIDIA's NemoClaw software stack to provide security and governance for AI agents running on-premises.