Universal Edge Technologies

What Universal Edge Technologies does

Universal Edge Technologies (UET) is a private, Miami-headquartered hardware company founded in June 2024 that designs and manufactures ruggedized, single-phase immersion-cooled edge compute platforms under the VectorEdge brand. The product line comprises two systems: VectorEdge Carbon, a 150-pound, two-person portable, carbon-fiber-encased platform supporting up to 4 NVIDIA H200 NVL GPUs, and VectorEdge Large, a forklift-movable, MIL-STD-810H-rated, 6061-T6 aluminum platform supporting 24+ NVIDIA H200 NVL GPUs with 103,000 BTU of heat rejection and N+2 redundant cooling. Both systems run any operating system or workload, integrate servers, dielectric fluid tanks, and liquid-to-air heat exchangers into self-contained units, and operate without external HVAC, raised floors, or clean rooms, delivering up to 40% lower power draw and roughly 50% fewer component failures versus air-cooled alternatives.

UET's primary go-to-market combines direct enterprise outreach via a website 'Connect' form with a channel-led model built around resellers (Bridge Defense is the flagship government partner, holding a Tradewinds marketplace position and the $99.7M USSOCOM production contract), systems integrators, and technology partners. Revenue derives from configure-to-order hardware platform sales as capital equipment plus integration and deployment professional services; pricing is not publicly disclosed. The company serves seven named verticals — defense and government (primary), healthcare, energy, manufacturing and industrial, telecommunications, emergency response, and higher education — with the largest disclosed win being a five-year, $99.7M USSOCOM production contract under the iCool program in which VectorEdge powers Bridge Defense's ComputeBridge Pods integrated with Palantir Mission Manager.

UET also holds memberships in the Intel Partner Alliance (December 2024) and NVIDIA Inception (May 2026), maintains U.S. offices in Miami and Washington, DC plus a London office for European markets, and has assembled a leadership team with direct experience engineering more than 230MW of data center and liquid-cooled infrastructure. No venture funding rounds, institutional investors, or revenue figures are publicly disclosed; ownership appears founder-led with Trace Woodbury (CEO, President, and Board member) and a six-person executive bench including former Boyne Capital, Viking Data Centers, Squirrels Research Labs, and Walt Disney World engineering leadership.

Name

Universal Edge Technologies

Legal name

Universal Edge Technologies

Website

https://uet.ai

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

1–10 employees

Short description

Universal Edge Technologies designs and manufactures ruggedized, single-phase immersion-cooled edge compute platforms (VectorEdge Carbon and Large) supporting NVIDIA H200 NVL GPUs, serving defense, government, healthcare, energy, manufacturing, telecom, emergency response, and higher education customers via a channel-led and direct sales model.

Ownership category

akta.pro rank

Product category

Edge Computing Infrastructure

NAICS

Computer and Peripheral Equipment Manufacturing (33411)

SIC

Air-Cond & Warm Air Heatg Equip & Comm & Indl Refrig Equip (3585), Computer Peripheral Equipment, Nec (3577)

akta.pro industry

PRIMARYHDABAOAC

Edge Compute Infrastructure (Servers, HCI, GPU/AI at Edge)

Hardware, Technology & Telecom/Cloud & Data Center Infrastructure/Edge Data Center Solutions

SECONDARYHDACABAJ

Edge & Micro Data Center Server Systems

Hardware, Technology & Telecom/Computing Hardware & Peripherals/Servers & Enterprise Compute Systems

SECONDARYHDABAKAD

Cooling Systems & Thermal Management (CRAC/CRAH, Chillers, Liquid Cooling)

Hardware, Technology & Telecom/Cloud & Data Center Infrastructure/Data Center Power, Cooling & Physical Infrastructure

Keywords

• Immersion-cooled edge compute
• Ruggedized data center platforms
• Tactical AI infrastructure
• Edge GPU platforms
• Field-deployable compute

Headquarters

HQ city

Miami

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Hardware or Manufacturing

Cost components

Supply Chain, Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Hardware Platform Sales (Capital Equipment): UET designs and manufactures ruggedized immersion-cooled edge compute platforms (VectorEdge Carbon and VectorEdge Large) sold as capital equipment to defense, government, and industrial customers. Systems are sold as deployable units with configurable GPU, CPU, and storage options, suggesting a configure-to-order model. The $99.7M USSOCOM production contract indicates large enterprise-level hardware sales.
2. Professional Services (Integration and Deployment): UET provides integration and deployment services through its team of engineering and program management professionals. Given the mission-critical nature of deployments and the emphasis on partnerships with integrators, professional services for customization, installation, and ongoing support are a component of the revenue model.

Go-to-market motion2 records

Distribution channels4 records

Marketing channels4 records

Core offering

Universal Edge Technologies designs and sells ruggedized, immersion-cooled edge compute platforms (VectorEdge Carbon and VectorEdge Large) that deliver data-center-class GPU capacity in outdoor, field-deployable form factors. The systems use single-phase dielectric immersion cooling to operate NVIDIA H200 NVL-class GPUs in self-contained units without external HVAC, cloud, or data hall requirements, targeting defense, government, and industrial customers.

Product overview

Universal Edge Technologies (UET) offers the VectorEdge platform, a family of two ruggedized, liquid-cooled edge compute systems: VectorEdge Carbon (two-person portable) and VectorEdge Large (forklift-movable). Both products share single-phase immersion cooling technology, NVIDIA H200-class GPU capacity, and ruggedized enclosures rated for outdoor and field deployment. The platform brings datacenter-class AI compute to environments where traditional data centers cannot reach, serving defense, government, healthcare, energy, manufacturing, telecommunications, emergency response, and higher education sectors.

Differentiator

Problem solved

Functional benefit

Brands

• VectorEdge: Family of liquid-cooled, field-deployable compute platforms including VectorEdge Carbon (two-person portable) and VectorEdge Large (forklift-movable), designed for edge AI deployments in demanding environments.
• VectorEdge Carbon
• VectorEdge Large

Products and services

• VectorEdge Carbon Compact, two-person portable, immersion-cooled edge compute platform designed for rapid deployment across diverse outdoor and mobile environments. Supports up to 4x NVIDIA H200 NVL GPUs in a carbon fiber enclosure weighing 150 lbs and measuring 23x36x18 inches, delivering data-center-level AI compute capability in a highly mobile form factor for defense, government, healthcare, energy, manufacturing, telecom, emergency response, and higher education customers.
• VectorEdge Large High-density, forklift-movable edge compute platform designed for sustained AI and inference workloads requiring serious processing power. Supports 24+ NVIDIA H200 NVL GPUs with 103,000 BTU of heat rejection in a 6061-T6 aluminum construction, engineered with N+2 cooling architecture for resilience in remote deployments. Supports 3 server blades with up to 6x AMD EPYC 9965 CPUs and 18TB total RAM, runs OS-agnostically, and is designed to MIL-STD-810H and TAA-compliant standards.

Quantifiable outcome

• ~50% fewer component failures vs. air-cooled systems
• +4 more outcomes

Named customers2 records

Segments7 records

Ideal customer profiles7 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability13 records

Feature5 records

Partnerships

Three partnerships are on record, tiered core and flagship.

• NVIDIA InceptioncoreTechnology or Integration · 11 May 2026UET joined the NVIDIA Inception program in May 2026, a program designed for startups building in accelerated computing and AI. Membership provides access to NVIDIA GPU technology, Deep Learning Institute training, and connections across NVIDIA's ecosystem of developers, technology partners, and investors. UET's VectorEdge systems are built around high-density NVIDIA H200-class GPU compute.
• Intel Partner AlliancecoreTechnology or Integration · 17 December 2024UET joined the Intel Partner Alliance in December 2024, aligning its liquid-cooled VectorEdge compute platforms with Intel's edge and AI ecosystem. The membership provides direct access to Intel's platform roadmap, reference designs, and go-to-market resources. UET's platforms utilize Intel Xeon host processing as part of their compute stack.
• Bridge DefenseflagshipChannel Partner/ Reseller/ DistributorBridge Defense is UET's primary reseller partner for government customers. Bridge Defense secured a position on the Tradewinds marketplace using UET's VectorEdge technology, completed a paid proof-of-value Generation 1 system with UET in Fall 2025, and was subsequently awarded a five-year, $99.7M USSOCOM production contract for deployable AI-enabled edge compute systems (ComputeBridge Pods) under the government's iCool program, using UET's immersion cooling technology.

Scale indicators6 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Submer: Submer builds immersion cooling platforms for hyperscale and edge data centers, with a similar focus on high-density GPU compute in non-traditional environments.
• Vapor IO: Vapor IO operates Kinetic Edge, a network of outdoor micro data centers for edge compute, mirroring UET's outdoor-rated, field-deployable form factor - though without immersion cooling.
• ScaleMatrix: ScaleMatrix provides ruggedized, GPU-dense edge and micro data center platforms with liquid cooling, a close analogue to UET's VectorEdge Carbon and Large offering.
• Iceotope: Iceotope manufactures precision liquid-cooled and immersion-cooled IT systems for edge and high-density data center deployments, directly comparable to UET's VectorEdge ruggedized immersion platforms.
• CoolIT Systems: CoolIT Systems specializes in liquid cooling technology (cold plates and rack-scale CDU/CDU-free systems) for high-density AI/HPC servers, adjacent to UET's immersion approach.
• Green Revolution Cooling (GRC): GRC is a pioneer of single-phase immersion cooling for data centers, sharing UET's core dielectric fluid cooling approach for high-density compute.
• Asperitas: Asperitas delivers immersion-cooled data center solutions focused on sustainable, high-density compute, comparable to UET's modular immersion-cooled edge platforms.

Broad incumbents

• Vertiv: Vertiv is a major incumbent in data center power and thermal management, with a broad portfolio including liquid cooling solutions for AI compute that puts it in competition with UET's thermal IP.
• Penguin Solutions (formerly Smart Modular): Penguin Solutions (formerly SMC) designs rugged and edge compute systems for defense and industrial buyers, directly competing for similar programs of record with UET.

Emerging players

• Crusoe Energy / Layered Technology: Crusoe and similar emerging modular- and edge-AI compute providers deliver modular high-density GPU clusters; though not immersion-cooled or rugged, they pursue the same mission-class compute deployment thesis as UET.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/universal-edge-technologies-uet

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 records

Funding overview

Funding rounds1 record

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Universal Edge Technologies