The Wafr Platform

One Unified
Intelligent System

Three proprietary products. One closed-loop thermal operating system built for the AI era.

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The Wafr stack — one closed loop Three products form one system. FRDGE stores cold by freezing TEB (Thermal Energy Battery) off-peak. Thermint decides when to spend it, keeping the chiller idle at peak. TerraQuant verifies the result: 80 percent less cooling power and 95 percent less water. A continuous loop runs the coolant from 15 to 45 degrees and feeds learning back to FRDGE. ONE CLOSED LOOP Cold is capital, deploy on demand. 01 · STORE THE COLD FRDGE FREEZE @ 15°C · OFF-PEAK 02 · SPEND IT SMART Thermint CHILLER IDLE AT PEAK 03 · PROVE THE SAVINGS TerraQuant CONTINUOUS LOOP ONE SYSTEM · THREE PRODUCTS STORE → SPEND → PROVE

Store · Spend · Prove: one closed loop

01Hardware layer
FRDGE™
Thermal Dispatch Platform
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A thermal battery for the data center. Charges overnight on cheap grid power, releases stored cooling on demand to absorb peak GPU heat. The chiller stays idle during the most expensive hours of the day.

Cooling energy
up to 30–80%
Cooling energy savings up to 30–80% versus conventional chiller-based systems, depending on location and climate.
02AI orchestration
AI
Thermint™
Thermal Intelligence Platform
Explore Thermint™ →

Wafr's proprietary software layer. Real-time ML dispatch that forecasts load, grid price, and ambient windows 24–48 hours ahead. Makes every BTU a decision. Automates charge, discharge, rejection, and standby.

Water consumption
up to 90%
Closed-loop air-cooled architecture reduces water consumption by up to 90% versus open-loop cooling towers.
03Measurement · Reporting · Verification
TerraQuant™
Audit-Grade Thermal Performance
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Every kilowatt-hour, every cubic meter, every gram of CO₂: measured, signed, and verifiable. Turns performance savings into bankable, registry-ready records that operators, lenders, and insurers can act on.

Modular deployment range
1–100+
Modular MW building blocks scale from a single rack cluster to a 100 MW+ campus deployment.
Hardware layer · Secondary cooling loop
FRDGE™
Thermal Dispatch Platform

FRDGE is Wafr's flagship, fully integrated thermal dispatch platform: a complete engineered product that connects into the secondary cooling loop of a data center. It captures cooling capacity when grid electricity is cheap and releases it on demand to absorb the peak heat coming off high-density AI compute.

This is not a supplementary component. FRDGE is a complete thermal operating system designed to store, buffer, and dispatch cooling capacity on demand, reduce peak electrical stress, and enable near-zero water consumption through a fully closed-loop, air-cooled architecture.

Market context: why cooling is the binding constraint

Global data center electricity demand is projected to grow from 415 TWh in 2024 to 945 TWh by 2030 (IEA). Cooling accounts for 30–40% of total facility power in conventional deployments. Modern AI GPU clusters run at +100 kW per rack, four to seven times the density of traditional compute, and existing chiller-based systems were not designed for that thermal load. Water scarcity is compounding the pressure: evaporative cooling is being restricted or priced out across key deployment regions. Operators face a hard constraint: they cannot scale AI compute without solving cooling infrastructure first.

Thermal energy storage coreHigh-capacity proprietary storage absorbs cooling energy off-peak. Stores cold at night, releases on demand during peak GPU loads
High-efficiency heat rejectionAir-cooled fluid coolers replace evaporative towers entirely. No water, no chemical treatment, no drift, no exposure to water scarcity risk
Precision hydraulic controlVariable-speed pumping and manifold routing adapt charge and discharge rates continuously to real-time GPU thermal demand
Retrofit via isolation valvesInstalls into existing secondary cooling loops. No chiller replacement, no facility shutdown required for integration
Instrumentation-grade sensingPer-unit telemetry across temperature, flow, compressor state, refrigerant pressure, and power draw. Feeds SOC tracking, SOH trending, and predictive failure detection in Thermint. The foundation of bankable performance verification
Integrated electrical and controlsOn-board BMS, power distribution, and commissioning-ready controls packaged in the TEU container
FRDGE — store cold cheap at night, spend it at peak NIGHT · OFF-PEAK $ CHEAP ▼ CHEAP GRID CHILLER ON FRDGE TEB FREEZING ❄ TIME-SHIFT stored cold PEAK · ON-PEAK $ DEAR ▲ CHILLER IDLE · 0 kW FRDGE TEB MELTING 🔥 chip heat → cooled ← AI GPUs
1 OFF-PEAK CHARGE STORE COLD · OFF-PEAK 2 STANDBY STORE STORED COLD · READY 3 PEAK DISCHARGE ABSORB HEAT · 18–45°C 4 OFF-PEAK RE-CHARGE CHARGE AGAIN REPEATS EVERY DAY · 24-HOUR CYCLE
FRDGE · TEU CONTAINER 1 Charge loop · chiller side coolant · modular capacity 2 Thermal storage core stores cold · off-peak 3 Heat-exchanger matrix transfers stored cold 4 Sensors / BMS SOC · temps → Thermint 5 Pumps & manifold distribute coolant flow 6 Discharge loop · rack CDU immersion / D2C · 18–45°C
AI orchestration · Wafr proprietary software
AI
Thermint™
Thermal Intelligence Platform

Thermint is the decision layer that turns FRDGE hardware into a self-optimizing dispatchable asset. It ingests live grid pricing, ambient temperature forecasts, GPU workload schedules, and facility sensor telemetry, then runs continuous optimization to determine exactly when to charge, when to discharge, when to idle the chiller, and when to reject heat directly.

Without Thermint, a thermal battery is passive hardware. With it, the facility cooling loop becomes a managed resource: predictable to operators, optimized against grid economics, and continuously responsive to the variable nature of AI workloads.

The optimization problem

AI training and inference workloads are episodic, variable, and thermally intense. Ambient temperatures shift by 15–20°C across a 24-hour cycle in many climates. A static cooling schedule captures none of this value. Thermint re-optimizes every 15 minutes across all variables simultaneously, solving a mixed-integer optimization across all variables to find the optimal charge and discharge schedule. Every BTU becomes a deliberate economic decision rather than a thermostatic reflex.

24 to 48 hour ahead forecastingUses known peak-hour pricing patterns, ambient temperature forecasts, and compute load schedules to pre-position thermal storage before demand arrives. Anticipatory, not reactive
Sub-200ms decision latencyDispatch setpoints propagate to BMS and facility equipment in under 200 milliseconds. The optimizer decides and the hardware responds without delay.
Demand shaping and peak optimizationShifts cooling load onto cheap off-peak hours, flattening the facility demand curve and reducing peak power billing charges
BMS, EMS, and SCADA integrationConnects to existing facility management systems via standard protocols. Integrates into the operational stack, not alongside it
Environmental monitoringTracks ambient heat events across climate zones and adjusts rejection strategy in real time to maintain efficiency targets
Role-based access and audit trailsAuthentication, access controls, and full decision audit trails required for regulated infrastructure operators and enterprise governance
Thermint — peak shaving across a 24-hour day FACILITY POWER DRAW · 24 HOURS With Wafr Conventional (chiller-only) PEAK · HIGH PRICE LOW PRICE 0006121824 ↑ charge FRDGE cheap night power PEAK SHAVED chiller idle · cold on tap
1 SENSE LIVE TELEMETRY 2 FORECAST 24–48 h AHEAD 3 OPTIMIZE 10K+ SIMS / 15 min 4 DISPATCH SETPOINTS OUT 5 LEARN <200 ms DECISIONS CLOSED LOOP · RE-OPTIMIZES EVERY 15 MINUTES
Measurement · Reporting · Verification
TerraQuant™
Audit-Grade Thermal Performance

TerraQuant is the independent measurement layer that makes Wafr's performance savings bankable. It applies boundary-defined energy accounting aligned to customer acceptance criteria, producing signed M&V reports for operators, regulators, PPA counterparties, and infrastructure underwriters.

Savings claims in the cooling industry are typically self-reported and unverifiable. TerraQuant closes this gap. Every kilowatt-hour, every cubic meter of water, and every gram of CO₂ avoided is metered and independently verified.

Why verifiability is the product

Infrastructure lenders, power purchase agreement counterparties, and carbon registries cannot act on operator-reported performance data. They require methodology-aligned, independently verified measurement: the same standard applied to utility-scale energy projects. TerraQuant is designed to meet that bar from day one, not as a compliance add-on, but as the foundation of the commercial relationship. A financeable savings stream requires a financeable measurement system.

TerraQuant — measure against baseline, verify the saving, seal it baseline POWER baseline WATER reduced cooling power reduced water use VERIFIED LEDGER ENTRY COOLING POWERreduced WATER USEreduced CO₂e AVOIDED312 t 0x9af3…2b1c · 2026-06-01 03:00Z SEALED · AUDIT-READY VERIFIED
1 METER kWh · L · °C 2 BASELINE IPMVP OPTION B+C 3 Δ COMPUTE SAVINGS · CO₂e 4 VERIFY QA · ± UNCERTAINTY 5 SEAL VERRA · GOLD STD RUNS CONTINUOUSLY · DATA SIGNED EVERY 15 MINUTES

Verified thermal performance

One system. Measurable outcomes at every degree.

15°C · Inlet coolant 18°C · Chiller off 45°C · Immersion exit

Let's Start a Conversation

Whether you are exploring AI data center strategy, advanced cooling solutions, energy optimization, or infrastructure modernization, we would be glad to connect.

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We work with enterprises, utilities, technology partners, and infrastructure investors who are shaping the future of AI-ready facilities.