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. It connects to existing power and water infrastructure, adding AI capacity while recovering useful compute heat for fresh-water production.
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.
Existing power and water assets can support more than one useful output.
AIPODSX adds modular compute to available infrastructure. Valora then creates a pathway to transfer recovered compute heat into an existing or expanded thermal-water system instead of rejecting all of it.
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 · Brownfield integration
Connect compute to infrastructure already in place.
ConnectUse available power and site infrastructure.
RecoverConvert compute heat into a useful thermal stream.
ExpandAdd compute and water capacity in planned stages.
06 · Water-source flexibility
Create local water value from recovered compute heat.
Coastal desalination
Connect Valora to an existing or expanded thermal-desalination system where seawater is available.
Brackish and saline water
Apply recovered heat in a selected treatment train to support fresh-water recovery or brine concentration.
Municipal and industrial reuse
Support thermal separation or polishing where wastewater treatment and compute can share infrastructure.
07 · Strategic fit
Why AIPODSX and Valora matter.
Use available assets twice
Add modular compute to existing power infrastructure, then transfer recoverable heat to a useful water duty.
Scale without wasting the heat
Deploy repeatable compute capacity while creating a measurable pathway for energy reuse and water production.
Digital capacity plus water resilience
The same site can support AI growth and fresh-water production without requiring a fully independent greenfield utility complex.
08 · The next step
Demonstrate. Optimize. Validate.
Pelican Engineering is seeking hyperscaler, compute-system, water-technology and infrastructure partners to integrate and demonstrate AIPODSX at an existing utility site.
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Puneet.Sharma@pelicanengr.comNancy.Faulk@pelicanengr.comPelican Engineering LLC · Texas