Cisco is deepening its partnership with Nvidia to chase the AI data center boom, according to an exclusive report from Axios that was also carried by Yahoo Finance.

The expansion centers on what Cisco calls its Secure AI Factory with Nvidia. In a PR Newswire announcement, Cisco said it is extending that offering "for the Rack-Scale Era" — industry shorthand for the shift away from selling servers one box at a time toward selling entire pre-integrated racks of compute, networking, and cooling as a single unit.

Stock Titan reports that Cisco will offer AI racks aimed at training trillion-parameter models, the scale of system used to build today's largest frontier AI models. Seeking Alpha reports that Supermicro is also part of the expanded Secure AI Factory effort, adding a hardware manufacturing partner to the arrangement.

The strategic logic is straightforward. Nvidia supplies the GPUs that nearly every serious AI training run depends on, but a rack full of those chips is useless without the networking to move data between them and the security controls enterprises need before they'll put proprietary data anywhere near a model. That networking layer is Cisco's home turf, and pairing it with Nvidia silicon lets Cisco sell into AI buildouts rather than watch them route around its business.

The available reporting is thin on specifics — the source items do not disclose financial terms, timelines, or customer commitments.

Why it matters: the largest incumbents in enterprise IT are reorganizing themselves around Nvidia's roadmap, and the winners of the AI infrastructure buildout increasingly look like the companies that can deliver a finished rack rather than a single good component.