TECfusions, Inc. has announced that its New Kensington, Pennsylvania data center is live and actively delivering GPU capacity for artificial intelligence and high-performance computing workloads, marking what the company describes as a significant milestone in its infrastructure buildout strategy.

The facility, located approximately 30 miles northeast of Pittsburgh, is the latest development from the Clearwater, Florida-based company, which is working toward a business combination with Nasdaq-listed special purpose acquisition company Apex Treasury Corp.

A Live Facility on a Sprawling Adaptive-Reuse Campus

The New Kensington site is designed as an adaptive-reuse data center campus, meaning it repurposes existing infrastructure rather than building entirely from the ground up.

The site encompasses approximately 1,395 acres, is partially leased, and is already operational. TECfusions has outlined plans to scale the campus to up to 3 gigawatts of total capacity over time, a figure that would place it among the largest data center developments in the region if realized.

The facility is currently powered by turbines, and TECfusions has laid out a future power strategy that includes dual utility feeds combined with on-site microgrid generation. Supporting that plan is existing site infrastructure, which includes two fracking pads and a gas-drying plant.

The company says this approach is intended to provide resilient and scalable power for the kind of demanding GPU and AI workloads that are increasingly straining conventional data center power configurations.

TECfusions has positioned rapid deployment as a core operational differentiator.

The company states its development model is designed to enable contract-to-deployment timelines of fewer than six months for qualified customers, a timeline considerably compressed compared to traditional ground-up data center construction.

Aligning With Pennsylvania's New Regulatory Framework

The New Kensington launch comes as Pennsylvania tightens its regulatory expectations for large data center projects.

The facility's development approach is described by TECfusions as aligned with Pennsylvania Governor Josh Shapiro's Executive Order 2026-05 and what the state has branded the Governor's Responsible Infrastructure Development, or GRID, Requirements.

The executive order establishes standards across several domains, including energy affordability, transparent community engagement, workforce and economic development, and environmental protection.

Critically for developers, it requires large data center projects seeking to use a specific permitting pathway to make legally enforceable commitments ensuring that projects bear the cost of new power infrastructure needed to serve them, rather than passing those costs on to other ratepayers.

Simon Tusha, Founder of TECfusions, framed the company's compliance posture as central to its broader business philosophy.

"Pennsylvania has set a clear standard: data center development must be real, responsible and accountable to the communities in which it operates," Tusha said.

"New Kensington reflects that philosophy. We are already delivering GPU capacity, and our strategy is centered on securing and developing the power, infrastructure and operational capabilities required to support AI at scale."

Tusha also acknowledged the structural challenges facing competitors in the space. "The barriers to entry are substantial, particularly around power, permitting, capital and execution, and TECfusions is well positioned to meet them with a compliant, infrastructure-first model," he said.

Power Availability as the Industry's Defining Constraint

TECfusions Chief Executive Officer Denis Minihane characterized the opening of New Kensington in terms of the broader supply-demand imbalance that has come to define the AI infrastructure market.

"The market's greatest constraint is increasingly power-ready capacity," Minihane said.

"Our New Kensington site is designed to address that constraint through high-density, AI-ready infrastructure and a thoughtful on-site power strategy that supports reliability, deployment speed and scalable growth."

The company's stated platform strategy combines adaptive reuse of existing sites with high-density compute configurations, robust power availability, and accelerated deployment timelines.

TECfusions says its target customers include neocloud operators, enterprise AI customers, and GPU-as-a-Service providers, segments of the market that require immediate access to large quantities of compute capacity rather than waiting through lengthy construction cycles.

The company also describes its approach through what it calls a Technology, Environment, Community framework, and references the use of low-water, high-efficiency cooling systems across its facilities alongside environmental redevelopment and community outcome goals.

SPAC Relationship and Corporate Structure

TECfusions made the New Kensington announcement jointly with Apex Treasury Corp., the Nasdaq-listed special purpose acquisition company with which it is pursuing a business combination. Apex Treasury trades under the ticker APXT.

The nature and timeline of that combination were not detailed in the announcement, which focused primarily on the operational status of the New Kensington facility.

TECfusions is headquartered in Clearwater, Florida, and describes itself as a rapidly growing AI infrastructure company focused on designing, building, and leasing next-generation data centers.

The company says it is developing a multi-gigawatt capacity opportunity across an expanding portfolio of data center sites, with New Kensington representing the most recent to come online.

The announcement did not specify the current operational capacity of the New Kensington site beyond confirming it is live and delivering GPU capacity, nor did it provide financial terms associated with existing customer contracts or the projected capital expenditure required to reach the stated 3-gigawatt development target.