Nvidia is opening the door to outside capital to help pay for the next phase of the AI buildout, the company said in a post titled "NVIDIA Unlocks AI Compute at Scale, Inviting Capital Partners to Power the AI Infrastructure Buildout."

According to Nvidia's blog, the AI industry is shifting from building models to running them in production, a stage known as inference. As that happens, demand for computing power is accelerating and moving toward what Nvidia calls "AI factories" — facilities that run continuously to generate tokens, the units of output that AI systems produce, at large scale.

Nvidia says this new phase needs a different kind of infrastructure: large-scale, multi-tenant accelerated computing that can come online quickly and stay highly utilized. In plain terms, that means data centers packed with Nvidia's chips that many customers can share, built fast and kept busy.

To make that happen, Nvidia is inviting capital partners into the effort. The framing suggests the company sees financing — not just chip supply — as a key bottleneck to getting enough computing capacity built.

The announcement was carried by Nvidia's own blog and surfaced through Google News. The available sources do not name specific investors, dollar figures, or timelines.

Why it matters: the move signals that the AI race is entering a capital-intensive construction phase, where the ability to finance and rapidly deploy massive computing capacity may matter as much as the technology itself.