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Next generation cooling — built for AI

Next-gen compute,
at the thermal edge.

Infinium Edge designs and operates next-generation immersion-cooled data center platforms — engineered to run modern AI silicon at the edge of its thermal envelope, where density, throughput, and efficiency peak.

Explore the platform → Get in touch
~1.05
Target PUE
250 kW
Per rack — up to
Months
Not years to deploy
EDGE THERMAL VECTORING™ MAX GPU UTILIZATION : DEPLOYED

Running today's top silicon — no thermal compromises

NVIDIA
Blackwell · Hopper
AMD
Instinct GPUs · EPYC CPUs
Intel
Gaudi GPUs · Xeon CPUs
Samsung
DDR Memory · SSDs
Micron
DDR Memory · SSDs
+ more
Custom silicon welcome
Why now

Chip thermals are going exponential.
The old playbook is out of room.

AI accelerators have crossed a thermal threshold the industry hasn't seen before. Chip TDP is climbing exponentially — and each generation pushes harder against the limits of the previous cooling approach.

Air cooling already hit its ceiling. Direct-to-chip extended the runway, but the next wave of silicon is going to break through that, too. The industry needs a cooling layer engineered for what's coming — not what shipped last cycle.

1ST

Tipping point reached. Air cooling can't keep up with modern AI accelerators. Direct-to-chip becomes the new floor.

2ND

Tipping point approaching. Next-gen silicon TDP exceeds what DTC can handle. Edge Thermal Vectoring™ is engineered to solve it.

AIR COOLING DTC COOLING EDGE THERMAL VECTORING™ EARLY GPUs TODAY NEXT-GEN LOW EXTREME CHIP TDP (W) 1st tipping point 2nd tipping point

Chip TDP trajectory · cooling-regime overlay

The platform

A clean-sheet data center,
engineered for accelerated compute.

Every Infinium Edge module is factory-built and cooled by Edge Thermal Vectoring™ — engineered around the world's purest, most thermally stable dielectric fluids. No GPU throttling. No compromise.

Edge Module Infinium Edge modular data center — factory-built immersion cooling platform exterior

Edge Module — built for Edge Thermal Vectoring™

A self-contained immersion platform. Designed for densities legacy air-cooled halls can't touch — built in a factory, shipped to site, quick to energize.

Cooling Tank Edge Thermal Vectoring™ single-phase dielectric immersion cooling tank for AI GPU servers

Immersion-cooled compute

Single-phase dielectric immersion captures heat at the source. No chillers, no hot aisle, no compromise on rack density.

Control Infinium Edge module HMI control panel and PLC fluid loop monitoring system

Integrated controls & safety

HMI, PLC, and fluid loop monitoring — engineered as one system. Commissioned at the factory, telemetry-ready on day one.

Rack density
250kW
up to per rack
Target efficiency
1.05PUE
industry-leading
Water use
Zero
to low — by design
Time to live
Months
not years to deploy
Solutions

One modular platform. Three ways in.

Deploy multiple 1 MW units at industrial or commercial sites, scale into 10 MW distributed edge deployments, and grow into hyperscale campuses — all on the same factory-built immersion platform.

Edge Thermal Vectoring™
Deploy at industrial / commercial
Infinium Edge / Vector 1
1MW

Modular 1 MW systems for industrial & commercial co-location.

FormFactory-built, plug-and-play module
SitingIndoor or pad-mounted outdoors
CoolingDry coolers, 47.5°C inlet — no water
ScalingAdd blocks to grow capacity in place
Best forBehind-the-meter, land-and-expand
Distributed edge
Infinium Edge / Vector 10
10MW

Distribution-substation systems for regional AI build-outs.

FormSubstation-class deployments
SitingPower-first, below transmission limits
Speed< 9 months build-to-power
BuildGreenfield or brownfield retrofit
Best forDistributed regional AI capacity
Campus scale
Infinium Edge / Hyperscale
100MW+

Campus-scale AI factories, co-developed with EPC partners.

Form100 MW+ campus designs
ModelWholesale capacity & tech licensing
LicenseEdge Thermal Vectoring™ + designs
DeliveryCo-developed via EPC partners
Best forWholesale, hyperscale, model labs
Why it matters

Built for the thermal demands of AI —
at every metric that counts.

Edge Thermal Vectoring™ delivers step-change improvements over both air-cooled and direct-to-chip platforms — in density, footprint, efficiency, and water use.

Compute density
3–4×
More compute per rack
vs. 30–50 kW/rack air-cooled
Footprint
70%
Less white space
~200 vs. ~1,280 sq ft/MW air
Efficiency
1.05
PUE — lowest in category
Water use: low or none*

Cooling technology comparison

PUE = Power Usage Effectiveness · WUE = Water Usage Effectiveness
Cooling method Rack density White space / MW Avg PUE Avg water use
Air cooling 30 – 50 kW ~1,280 sq ft 1.5 – 1.8 High
Direct-to-chip (DTC) 60 – 200+ kW ~350 – 500 sq ft 1.1 – 1.2 Medium
Infinium Edge™ Cooling 250+ kW ~150 – 250 sq ft ~1.05* Zero to low*

* Based on ideal design — actual PUE and water use depend on customer choice of secondary cooling and ambient conditions.

01

Thermal efficiency

20× greater thermal density than air. Modern GPUs run at max utilization with no thermal throttling.

02

Power use

PUE ~1.05 with waste-heat capture optionality. Industry average is ~1.5; today's state-of-the-art sits around 1.15.

03

Water use

Eliminate or dramatically reduce freshwater use. Water-free designs available at 47.5°C inlet.

04

Footprint & capex

Up to 70% smaller footprint and lower total capital cost — including IT infrastructure.

05

Deployment

Factory-built, pre-integrated modules. Faster to deploy, simpler to operate, easier to maintain.

06

Sustainability

Carbon-negative dielectric fluid and lower power draw — fewer emissions per useful FLOP.

Operations

24/7 fleet operations,
telemetry-first by design.

Every module streams real-time health, thermal, and power telemetry to the Infinium NOC. Operators see every node, every loop, every kilowatt — and so do our customers.

01

Fleet-wide observability

GPU utilization, coolant temps, rack power, and node health — every site, every rack, sub-second resolution.

02

Predictive thermal control

Closed-loop coolant management automatically rebalances flow to keep silicon in its sweet spot under bursty AI workloads.

03

Customer API + dashboards

Customers see the same data we do. Streaming telemetry, SLA reporting, and incident timelines.

04

Tier-III equivalent uptime

Redundant power paths, dual coolant loops, hot-swappable everything. Built to keep training jobs running.

Infinium Edge NOC operator monitoring real-time GPU fleet telemetry dashboard
Get in touch

Looking for high-density
compute capacity?

We work with hyperscalers, model labs, and neoclouds to bring next-gen capacity online faster than anyone else in the industry. Tell us what you’re building.