// Universal Edge Technologies
Real-Time AI,
Anywhere.
The Compute Layer for Edge Intelligence.
Ruggedized, liquid cooled AI infrastructure engineered for the field. Deploy AI class GPU capacity outdoors, off-grid, and wherever the mission demands it.
The Digital Backbone at the Edge
Miami HQ / DC Metro / London
// Why UET
The Compute Layer for Edge Intelligence
UET builds liquid-cooled, high-density compute platforms that operate wherever your mission does: no data center, no cloud dependency, no compromise on performance.
AI-Class Compute
Datacenter level GPU capability at the edge
Single-Phase Immersion
Dense, dielectric cooling with no fluid phase change.
Field Deployable
Two-person portable Carbon; forklift-movable Large.
Outdoor Rated
Designed to run without external HVAC or a data hall.
// THE AI BOTTLENECK
The Compute Infrastructure Problem
AI workloads, real-time processing, and distributed operations are pushing centralized cloud and data center infrastructure beyond its limits.
Infrastructure Constraints
Legacy infrastructure can’t keep pace with AI workloads, AR/VR, autonomous systems, and Industry 4.0 use cases.
Soaring Cloud and Token Costs
AI and data-intensive workloads are driving cloud and infrastructure spend to unsustainable levels.
Data Sovereignty & Security
Keeping sensitive data compliant and under control gets harder when it lives in distant, third-party clouds.
Slow, Costly Construction
New data center capacity takes years, significant capital, and skilled labor to bring online. Most organizations need compute now.
Data Transport Bottlenecks
Moving massive volumes of data away from where it’s generated creates latency, bandwidth, and connectivity constraints.
This is becoming the defining constraint of the AI era: not developing intelligence, but deploying it wherever the mission requires it.
Read the full Thesis: The AI Bottleneck →// Product Line
Two systems. One platform.
VectorEdge is UET’s family of liquid-cooled, field-deployable compute platforms, built to bring data-center-class performance to environments no traditional data center or edge appliance can reach.
Portable — Two Person Carry
VectorEdge Carbon
Two-person portable, immersion-cooled edge system built for outdoor deployment. Datacenter-level GPU capability in a form factor that goes where the mission does.
Forklift Movable
VectorEdge Large
Larger, forklift-movable edge compute platform designed to operate without indoor space. Higher-density immersion cooling for sustained AI and inference workloads.
// Where UET Deploys
Built for demanding industries.
VectorEdge is a dual-use platform, deployed across defense and commercial environments alike:
// Government Validation
Selected to Power a $99.7M USSOCOM Production Contract.
UET’s immersion-cooled VectorEdge platform has been selected as the core compute technology behind a five year, $99.7 million production contract awarded to Bridge Defense by U.S. Special Operations Command (USSOCOM). Deployed within Bridge Defense’s ComputeBridge Pods under the government’s iCool program, VectorEdge delivers the high-density, immersion-cooled performance that made the program’s move from prototype to production possible. That same architecture is now expanding into early commercial deployments across industries facing the same compute, latency, and sovereignty pressures.