Engineering first

Compute infrastructure engineered, a generation ahead.

Liquidata designs, builds and runs GPU capacity on powered sites, with the power, cooling and network sized for the racks that arrive next, not the ones installed today. A neocloud of Vera Rubin clusters across the EU and the United States now; modules designed for Kyber racks in 2027; AMD Helios and custom accelerators where a customer's stack calls for them.

5 GW+
of power generation engineered by the team
10 to 20 MW
of IT load per module of 50 to 100 racks
EU + US
an active pipeline of powered sites across the European Union and the United States
335 MW
of liquid-cooled HPC capacity built out by the team in the US
Vera Rubin NVL72
72 Rubin GPUs
36 Vera CPUs
3,600 PFLOPS NVFP4
20.7 TB HBM4
45 °C inlet water
~190 kW per rack
In full production since January 2026
The frontier

Each accelerator generation changes what a site must deliver.

A new GPU or ASIC generation arrives about every year: rack power from about 190 kW to about 600 kW in a single step, warm-water loops in place of chillers, new interconnects, new power distribution. A data center designed around the last generation is a constraint on the next.

Liquidata designs every module so the next generation drops in, and treats the fields below as its own engineering brief, not someone else's.

Compute

GPU and ASIC generations, every year

Modules of 50 to 100 racks sized and timed so the next generation replaces the last without rebuilding the site: Vera Rubin NVL72 now, Kyber racks at about 600 kW in 2027, AMD Helios or custom accelerators where a customer's stack calls for them.

Power and wiring

Distribution rated for 600 kW racks

Higher-voltage direct current, busways, switchgear and storage that carry the load and ride through the grid.

Cooling and materials

Heat moved at density

Warm-water liquid cooling with near-zero water use, chiller-less loops and the materials that carry heat away at density, with 335 MW of liquid-cooled HPC capacity already built out by the team in the US.

Site design

New designs for the site itself

Prefabricated power and cooling blocks, halls built for rack weights and densities that did not exist two years ago, campuses on their own generation.

Pushing the envelope

Satellite spectrum for redundancy

Fiber carries the data; satellite spectrum keeps the site reachable. A second, independent path for control traffic, monitoring and customer access when a fiber route fails, and a link for sites that come online before their second fiber does.

Pushing the envelope

Quantum, where it earns its place

Post-quantum cryptography in the platform ahead of the migration deadlines already set for critical infrastructure; quantum-safe links where a customer requires them; and room in the site design to host quantum hardware beside GPU clusters for the hybrid workloads now being built. Where quantum could ease the network's own bottlenecks, in scheduling and routing, the hardware is still maturing; Liquidata tracks it rather than promises it.

Compute

Dedicated clusters, delivered in modules.

Liquidata is the provider of record. It signs the contract, runs the service and answers for it, on capacity that grows in modules timed to each site's energization.

Managed

Dedicated and managed clusters

Vera Rubin NVL72 clusters for AI developers, enterprises and research organizations, on commitments of 12 to 36 months, with the fabric, storage, monitoring and operations around them.

Local control

Private deployments

For regulated and public-sector buyers: capacity that stays in-country on a partner site, under the customer's own controls and security boundary.

Modules

50 to 100 racks at a time

3,600 to 7,200 GPUs and 10 to 20 MW of IT load per module, each contracted against signed demand and confirmed power before hardware is ordered.

The platform

Energy to Compute

Power is the scarce input. We build where it is delivered.

Developers that hold powered sites generally sell or lease them to large operators, which then keep everything the compute earns. Liquidata offers a second route: a compute business that brings its own customers and shares its results with the site owner and its investors.

Each site keeps four layers separate, each owned and financed on its own terms, dealing with each other at arm's length.

Service
Customers, product, operations and service levels
Liquidata, provider of record
Compute equipment
GPUs, servers and network
Equipment finance backed by customer contracts
Site
Land, grid connection, buildings and cooling
Site developer with infrastructure investors
Power
Generation, storage and supply
Energy companies

How site partnerships work

Liquid cooling

Density is a cooling problem.

A Vera Rubin rack draws about 190 kW and is cooled with 45 °C inlet water. Its successor, Rubin Ultra in the Kyber rack, moves to about 600 kW a rack in 2027. At those densities the cooling system is the data center.

Liquidata's work to date is in liquid-cooled, high-density infrastructure: thermal management, integrated systems and monitoring software. The team has engineered more than 5 GW of power generation and built out 335 MW of liquid-cooled HPC capacity in the US.

Sites

An active pipeline of powered sites.

From technology-park AI factory sites with grid supply assurance to storage-connected data centers and campuses with on-site generation. Sites are sequenced by power delivery date and customer demand.

AI factory sites

Technology-park sites with a grid supply assurance and a phased connection, and a regional expansion platform behind them.

Grid supply assurance
400/220/110 kV
Industrial platforms

Brownfield industrial platforms with current grid approvals and room to expand, adjoining transmission substations, with on-site gas-to-power options and storage integration.

400 kV connections
Gas-to-power options
Storage-connected sites

A funded data center connected to a large battery storage station, with further storage, wind and interconnection capacity in the same sponsor's pipeline.

Battery storage
Renewable supply
Campuses and powered land

A campus with on-site combined-cycle generation and substation, and powered land with as-of-right data-center zoning, power available now and a utility study for expansion.

On-site generation
Utility studies

Sites and regions

Company

Engineering-led developers of digital infrastructure.

Liquidata, Inc. was founded in 2023 in Miami Beach, Florida, on one conviction: digital infrastructure is an engineering frontier that has to keep pace with the silicon it houses. The senior team covers platform and AI engineering, data-center design and build, security, capital and structuring, public markets and product.

The team

Next module

Reserve Capacity on the next Vera Rubin module.