Cascade
Arrange more than one thermal zone across a rack, pod, cluster or data center.
AI data centers · power & water
Use the energy twice.
AIPODSX combines modular compute with Valora thermal cascade valorization—recovering useful energy from compute heat to help produce fresh water.
U.S. provisional patent filed September 2026
~1,000GPUs per pod
18compute racks
~1 MWconcept load
01 · The constraint
Compute demand creates a second infrastructure challenge.
A 100 MW AI campus must reject approximately 100 MW of continuous thermal energy.
Conventional designs discharge that energy through cooling systems, often consuming water while communities are already balancing power, water and land constraints.
02 · Thermal cascade valorization
Where others see waste heat, Valora sees fresh water.
Thermal energy is collected in stages, lifted to a useful return temperature and transferred to multi-stage thermal distillation.
Compute groupsCPU / GPU heatMultiple thermal stages
ValoraEnergy recoveryClosed-loop transfer circuit
MSTDFresh waterFrom seawater, brine or wastewater
Recover
Maximize the useful return temperature while protecting compute equipment.
Valorize
Put recovered energy to work in fresh-water production instead of rejecting it.
03 · 100 MW screening case
One energy input. Two useful outputs.
The concept increases the useful work obtained from the same power supply: first compute, then fresh-water production.
~130,000 tonnes CO₂/yr potentially avoided versus directly fired thermal desalination.
No cooling-tower water loss within the stated system boundary.
Screening basis: 25°C seawater feed, 65°C top-brine temperature, GOR 5 and continuous availability. Values require vendor and pilot validation.AIPODSXISO-based modular compute architecture
04 · Technology refresh by design
Upgrade the compute—not the entire facility.
Modular boundaries allow technology refresh at the server, rack or entire pod level while Valora remains integrated with the energy and water infrastructure.
Server
Refresh compute hardware without replacing the surrounding infrastructure.
Rack
Group thermal loads into practical cascade stages and service boundaries.
Pod
Deploy modular ISO-based compute capacity with integrated heat recovery.
05 · Near-shore implementation example
Scale compute where energy and water matter most.
PowerLow-cost energy converted to hyperscale compute.
ComputePods protected within a controlled facility or marine hull.
WaterRecovered thermal energy supports continuous fresh-water production.
06 · Strategic fit
Built for the direction of data-center policy.
Waste-heat reuse
Data centers above 1 MW are expected to reuse waste heat where technically and economically feasible.
Carbon and water targets
Valora links compute growth to measurable energy reuse and fresh-water production.
Power and water together
The same infrastructure investment supports digital capacity and water resilience.
07 · The next step
Demonstrate. Optimize. Validate.
Pelican Engineering is seeking hyperscaler, compute-system, water technology and infrastructure partners for an AIPODSX pilot.
Start a conversation
Puneet.Sharma@pelicanengr.comNancy.Faulk@pelicanengr.comPelican Engineering LLC · Texas