AJ Projects Partners
Energy Systems

On-Site Hydrogen Power for AI Data Centers: The Power Plant Is Inside the Fence

On-site hydrogen power for AI data centers is generation built inside the facility's own fence line, so the compute does not wait on a utility interconnection. Our design runs fuel-flexible generators from day one on pipeline gas, then makes its own hydrogen on site from aluminum in a proprietary reactor. That one reaction produces three things: hydrogen, alumina and heat. The generators' waste heat is routed back to drive it.
Key takeaways
  • Power, not land or chips, now sets the schedule. For US projects built in 2025, the median time from interconnection request to commercial operation was over five years (Berkeley Lab, Queued Up, 2026 edition).
  • Two fuel paths feed one electrical bus. Pipeline gas is the bridge that runs from day one. Aluminum-to-hydrogen is the fuel we make ourselves.
  • Heat out, fuel in. Generator exhaust heat drives the reactor, so heat that other facilities throw away becomes an input.
  • One reaction, three outputs. The alumina is a sellable industrial co-product, which gives the energy system a revenue line that fuel alone cannot.
  • It is not exclusive to our data centers. Developers, operators and industrial sites can integrate the system and keep their own architects.
10 MW
Self-powered pods, repeatable to campus scale
$0.044
Modeled operating cost per kWh (fuel and O&M, excluding capital), against a Texas commercial grid rate of roughly $0.070
3 outputs
Hydrogen, alumina and heat from one reaction
The Constraint

Why Is Power the Bottleneck for AI Data Centers Now?

You can get the compute. You can find the land. The grid connection is what holds the schedule back.

The IEA estimates global data center electricity use at around 415 TWh in 2024 and projects around 945 TWh by 2030 in its Base Case (IEA, Energy and AI, 2025). The grid can't be expanded at that speed. Berkeley Lab found that US projects built in 2025 took a median of over five years from interconnection request to commercial operation, and about 1,312 GW of generation was still waiting in US queues at the end of 2025 (Queued Up, 2026 edition).

A facility that waits in that queue pays for land, capital and a design that sits idle, and its hardware roadmap moves on without it. So much of the market has moved to generation behind the meter. That solves the timeline, but it leaves a second problem: a facility running on bought-in fuel is fully exposed to that fuel's price for its whole life. Our design is built to solve both.

For the per-rack and per-megawatt numbers behind this, see how much power an AI data center actually needs.

How It Works

How Does the System Make Its Own Power?

Two fuel paths feed one bus, and a closed heat loop joins them. Nothing in the loop depends on a utility being ready.

Heat out, fuel in: the AJ Projects energy loop Pipeline gas and reactor hydrogen both fuel the generators. The generators supply one electrical bus that powers the compute. Generator exhaust heat returns to drive the reactor. The reactor takes in aluminum and outputs hydrogen, alumina as a sellable co-product, and heat. Pipeline gasbridge, day one Aluminumstored solid Make hydrogenproprietary reactorone reaction, three outputs Generate powerfuel-flexible lineargenerators, N+1 Run computeone bus, 10 MW pods~250 kW racks Sell aluminaindustrial co-product natural gas hydrogen power exhaust heatdrives the reaction alumina out chip heat to a sealedtwo-phase loop, rejectedto air, no evaporativecooling water
The claim: heat the generators would otherwise throw away drives the reaction that makes their fuel. The heavy arrow closes the loop. Dashed means the flow leaves the system. This is our design, and the figures are modeled, not measured.
01

A gas bridge runs from day one

Fuel-flexible linear generators start on pipeline natural gas, so the facility powers its first compute without waiting for the reactor or the utility. These are the same generators that later run on hydrogen, so nothing is thrown away when the fuel changes.

02

Aluminum in: hydrogen, alumina and heat out

Aluminum goes into our proprietary reactor. One reaction releases hydrogen, which fuels the generators on site, and leaves alumina, which is sold as an industrial co-product. Aluminum is a dense, stable solid that ships and stores like any other commodity. That avoids the compression, liquefaction and delivery logistics that make bought-in hydrogen expensive.

03

Heat out, fuel in

Generator exhaust heat goes back to drive the reactor, so the energy system's waste heat becomes one of its inputs. Heat from the chips leaves through a sealed two-phase direct-to-chip loop and is rejected to air, with no evaporative cooling water. Process water in the reactor is recovered and recirculated.

04

Power lands on one bus, in 10 MW pods

Every generator feeds one electrical bus with N+1 inside the array, and power reaches the racks over Class 4 fault-managed distribution. Capacity is added in repeatable 10 MW self-powered pods. On our model, the first pod takes 18 to 24 months and each pod after it 6 to 8 months, and the racks are designed for roughly 250 kW each.

What Ships

What Is in the Energy System?

LayerWhat It DoesDesign Basis
Hydrogen reactorTurns aluminum into hydrogen fuel, alumina co-product and heat, inside the fence lineProprietary AJ Projects design. A pilot is running.
Generation arrayFuel-flexible linear generators that run on natural gas, hydrogen or a blendN+1 inside the array. 70 dB(A) at 3 ft per unit.
Heat recoveryRoutes generator exhaust heat back into the reactorClosed loop, heat out, fuel in
Power distributionDelivers power from one bus to the racksClass 4 fault-managed power
Compute coolingRemoves chip heat through a sealed dielectric refrigerant loopTwo-phase direct-to-chip, ~250 kW racks, no evaporative water
Water recoveryRecovers and recirculates reactor process waterInstrumented recovery train, in pilot
Operations layerOrchestrates generation, fuel, heat and load as one systemLicensable to other operators
Who It Is For

Who Invests In or Integrates the System?

This is a standalone line. You do not have to build a data center with us to use our power, and you do not have to use our power to build with us.

Infrastructure Investors

An energy asset whose value doesn't rest on a single commodity. It has compute revenue, a co-product revenue line and a licensable operations layer, and it is built in repeatable 10 MW increments you can underwrite pod by pod.

Developers and Operators

Drop self-powered pods into your own site to reach power before your interconnection clears, or to stop depending on it. Keep your own architect, GC and tenants. We supply and integrate the energy system.

Discuss an integration →

Industrial and Energy Partners

Aluminum supply, alumina offtake, gas supply and heat users all sit on the system's inputs and outputs. It is designed around industrial partners, not a single site.

How aluminum becomes hydrogen →

The Grid Queue Is a Schedule Someone Else Controls. On-Site Power Puts It Back in Yours.

We will walk you through the design, the modeled economics and what the pilot has and hasn't proven yet, in a session built for investment committees and integration teams.

Request an Investor Briefing →

No pitch · No obligation · 30 minutes of actual strategy

How We Compare

How Does On-Site Hydrogen Compare With Other Ways to Power AI Compute?

DimensionGrid-TiedGas-Only Behind the MeterDelivered HydrogenAJ Projects System
Time to powerSet by the interconnection queueFastFast, but set by hydrogen supplyFast. The gas bridge runs from day one.
Fuel price exposureTariff and capacity chargesFull gas price exposureDelivered hydrogen price, today well above gasHedged across gas and self-made hydrogen
Fuel logisticsNonePipelineCompressed or liquid hydrogen deliveries and storageA stored solid (aluminum), turned into hydrogen on site
Waste heatRejectedRejectedRejectedDrives the reactor
Revenue beyond computeNoneNoneNoneAlumina co-product and a licensable operations layer
Main riskScheduleFuel price and emissionsFuel cost and supplyScale-up of a proprietary reactor. See below.
Where It Stands

What Is Proven, and What Is Still Modeled?

Investors should hear this from us first, not find it in diligence.

ItemStatus
Reaction and water recoveryA pilot plant is running with instrumented reaction and water-recovery trains.
Alumina gradeNot yet independently assayed. We do not quote a grade until an independent lab has confirmed it.
Campus scaleNot yet proven. A 73 MW self-generating campus in North Texas is in development, before construction.
Cost per kWh$0.044 is a modeled operating cost (fuel and O&M, running mainly on pipeline gas), excluding generator capital, against a Texas commercial grid rate of roughly $0.070. It is not a metered result.
UptimeFive nines is a design target, carried by N+1 inside the generator array.

Why say this on a sales page? A system that overstates its own completion is worse than one that states its gaps, because it gives people a reason to stop looking. We would rather you underwrite the real risk. That risk is scaling a proprietary reactor, not whether the physics works.

Common Questions

FAQs

Request an Investor Briefing →

It is generation built inside the facility's own fence line that runs on hydrogen, so compute does not wait on a utility interconnection. In the AJ Projects design, fuel-flexible linear generators feed one electrical bus. They start on pipeline natural gas from day one and move to hydrogen made on site from aluminum in a proprietary reactor. That reaction produces hydrogen, alumina and heat, and the generators' exhaust heat goes back to drive it.

Aluminum reacts with water to release hydrogen and heat and leave aluminum oxide, which is alumina. This is textbook chemistry. What has historically stopped it being useful is the thin oxide film that forms on aluminum and stops the reaction. Our reactor is a proprietary design that makes the reaction practical at facility scale. We do not publish its internals.

No. The system is designed to run without the grid. A grid connection can still be useful for backup or other commercial reasons, but the compute does not depend on one to start or to run.

The compute cooling uses a sealed two-phase direct-to-chip loop that rejects heat to air, with no evaporative cooling water. The reactor process does use water, which is recovered and recirculated through an instrumented recovery train. We say that plainly rather than claim the facility uses no water.

Yes. The energy system is a standalone line and it is not exclusive to AJ Projects facilities. Developers, operators and industrial sites can integrate self-powered pods and keep their own architect, general contractor and tenants. We supply and integrate the energy system.

A pilot plant is running with instrumented reaction and water-recovery trains. The alumina grade has not yet been independently assayed, and campus scale has not yet been demonstrated. The $0.044 per kWh operating cost (fuel and O&M, excluding generator capital), the pod timelines and five-nines uptime are design and model figures, not metered results. A 73 MW self-generating campus in North Texas is in development, before construction.

It has three lines: the compute or colocation capacity the power serves, the alumina co-product the reaction leaves behind, and the operations layer that runs generation, fuel, heat and load together, which can be licensed to other operators. Waste heat is used inside the system to drive the reactor, not sold.

Go Deeper

Where Does the Energy System Fit in a Data Center Build?

The energy system is one layer. If you are developing the whole facility, retrofitting a legacy site or converting an industrial building, our data center solution architects design the whole facility and direct a network of 165 partners and businesses who build it. For the facility-level model, see the self-powered AI data center.

Behind-the-Meter Power Off-Grid AI Compute Grid-Queue Bridging Industrial Co-Location Legacy Site Retrofits Hydrogen Fuel Waste Heat Recovery Two-Phase Cooling

Power That Starts Inside the Fence, and Keeps Paying After It Starts.

Whether you plan to invest in the system, integrate it at your site or build a campus around it, the first conversation is the same: your load, your timeline and your fuel position.

Request an Investor Briefing →

No pitch · No obligation · 30 minutes of actual strategy