Dell Technologies expanded its AI Factory partnership with Nvidia to provide enterprises with scale-ready AI agents and new hardware solutions.

This expansion targets the "AI execution gap," helping companies move from experimental pilots to full-scale production while managing data privacy and hybrid deployment challenges.

Announced during the Dell Technologies World conference, the update introduces support for agentic AI workloads. This includes a new deskside agentic AI platform that Dell said can deliver up to 87% [3] cost savings compared to spending on public cloud services.

As part of the hardware rollout, Dell launched PowerRack. This turnkey solution integrates compute, storage, and networking to simplify the deployment of AI infrastructure for businesses.

Growth metrics for the ecosystem vary by report. One source said Dell added 1,000 [1] customers to its AI Factory ecosystem, while another report indicates the company sold 1,000 [2] AI servers equipped with Nvidia chips during the current quarter.

The partnership focuses on providing a standardized environment where enterprises can deploy AI agents—autonomous programs capable of performing complex tasks—without the typical friction of custom infrastructure builds.

Dell's deskside agentic AI platform can deliver up to 87% cost savings versus public-cloud spend.

The shift toward 'agentic AI' and turnkey hardware like PowerRack suggests a transition in the enterprise market. Companies are moving away from general-purpose LLM experimentation toward specialized, autonomous agents that require localized, high-performance hardware to maintain data sovereignty and reduce the recurring costs of cloud subscriptions.