STN One Incorporated, headquartered in Pleasanton, California, announced that it is now fully vertically integrated, able to control every layer needed to deliver AI computing capacity.

STN Announces Full Vertical Integration for AI Infrastructure

According to the company, this spans securing land and power, developing data center buildings, and operating the technology, bringing together its physical infrastructure, computing services, and the STN ONE enterprise AI agent platform under a single operating model.

The company said its expanded capabilities aim to reduce reliance on outside providers and bring new computing capacity online faster, addressing what it described as a major obstacle for the industry: access to reliable power and suitable facilities as AI demand grows.

“AI companies need more than just compute. They need facilities that are ready to support them, and getting those facilities built has become one of the industry’s biggest challenges,” said Sabur Mian, founder and CEO of STN. “We are taking responsibility for the entire process, so our customers don’t have to depend on multiple companies to get the capacity they need. Now we can build, power, and operate the infrastructure our customers need for AI, all under one roof.”

Odessa Campus Is First Fully Integrated Project

The company’s first fully integrated campus is in development in Odessa, Texas, in Ector County, with additional projects underway in Marshfield, Missouri, and Orangeburg, South Carolina.

Construction on the Odessa campus began in May 2026 on a former industrial property that had remained largely unused for years. The project combines on-site power generation and battery storage alongside a utility connection, and is designed to meet its own energy needs while following Texas’ direction that large power users cover their associated costs. Cooling on the campus uses sealed, closed-loop systems engineered for an arid climate, with no process water discharge.

STN placed its first Elemental Data Center at the site on June 11, 2026, and fully commissioned it by July 31, ready to accept compute.

Elemental Data Centers Built for AI Hardware Change

Elemental Data Centers are factory-built structures engineered by STN and manufactured to its specifications with essential operating systems already installed.

Production takes place while crews prepare the site, which the company says shortens construction time. The design also allows STN to adapt to new generations of AI hardware by changing a single element.

The first Elemental Data Center is designed for 2 megawatts and 1,024 NVIDIA Blackwell Ultra B300 GPUs. With a single change to the same footprint, it can support 1,008 NVIDIA Grace Blackwell GB300 GPUs.

STN ONE Platform Manages Operations

STN’s fully integrated model relies on STN ONE, described by the company as its agentic operating system for AI infrastructure. STN ONE manages the entire operation, from engineering and infrastructure to the computing systems customers use, allowing STN to build and operate its own facilities while delivering and managing AI computing services. The company views this as the first step toward autonomous data centers.

The platform is already used across STN’s support, finance, security, and engineering operations. Its AI agents work alongside employees to monitor systems, identify potential problems, and automate routine tasks.

As its capabilities expand, STN ONE will help the company manage its infrastructure and services more efficiently while maintaining human oversight and approval for sensitive actions.

“STN ONE is already part of how we run our own company every day, and it is the same intelligence we bring to every customer environment we operate,” Mian said. “Anyone can host a workload; we operate it with our customers, from the facility to the application.”

Jobs and Workforce Training in the Permian Basin

Beyond infrastructure, STN plans to provide skilled employment and workforce training opportunities for workers in the Permian Basin. The Odessa project currently supports 375 jobs and is expected to create 200 permanent, highly skilled Dark AI Factory positions as operations expand.

“From the beginning, STN has proactively looked for ways to support our county,” said Ector County Judge Dustin Fawcett. “They acknowledged the most common community concerns right away.

For instance, they made it clear that the build will rely on its own water supply. They are prepared to be a good partner to Ector County by bringing an emerging industry and opportunities to a community that has, for decades, relied solely on oil and gas. We're excited for what STN is bringing to our community in terms of jobs, workforce training, and tax revenues.”

STN is also working with regional education and workforce organizations, including Odessa College and the University of Texas Permian Basin, to develop training programs.

These programs are designed to help local workers build skills in advanced computing equipment maintenance and data center facility operations, and to prepare them for specialized electrical and technical roles needed to run AI data centers.

Company Background

STN One Incorporated describes itself as a vertically integrated AI infrastructure company that owns powered land, generates its own power, manufactures its own data center buildings, delivers them as Elemental Data Centers, and operates AI compute through GPU One.

The company began as a managed service provider for regulated industries and now develops and operates purpose-built AI infrastructure across multiple states.

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