Buyer’s guide
Containerized data centers: the 2026 buyer’s guide
What a containerized data center is, how it compares with a traditional build, and what to check before buying one for AI workloads.
BAYWAW AI Container · 1.2 MW
The AI data center that ships in a container.
A containerized AI data center: 624 NVIDIA B300 GPUs, single-phase immersion cooling and 1.2 MW in one 40ft ISO container, at a PUE of 1.05. Live on your site in as little as four months.
- Built in the UAE
- Deployable worldwide
- Managed 24/7
40ft High Cube ISO container12,192 × 2,438 × 2,896 mm
- NVIDIA B300 GPUs
- 624
- Total GPU memory
- 179TB
- Facility power
- 1.2MW
- Power usage effectiveness
- 1.05PUE
01Why now
AI moves in quarters. Construction moves in years.
For most AI programs, the constraint is not ambition. It is power-dense, cooled and connected capacity, available when the roadmap needs it. A modular data center changes the timeline.
- 01
Construction can’t keep pace
Conventional data center projects are typically measured in years from planning to commissioning. A factory-built container moves integration off site, so compute can be running in as little as four months.
- 02
AI density has outgrown air
Racks of modern AI accelerators concentrate far more heat than most air-cooled halls were designed for. Immersing servers in dielectric liquid removes heat at the source, which is how 624 GPUs fit in a single 40ft container.
- 03
Sovereignty starts with location
Governments and regulated industries increasingly need sensitive data and models to stay within their borders. A container can be deployed on your own soil, on a site you control.
02The BAYWAW AI Container
One container. A complete AI data center.
Compute, immersion cooling, network and security, pre-integrated in a 40ft High Cube ISO container and fed by two redundant power modules. Every system is tested and validated before shipment, so it arrives configured, optimized and ready to run.
- Coolant distribution manifold
- Return manifold to CDU
- Server blade, 8 GPUs
- Compute
- 624 × B30078 Hypertec servers with 8 NVIDIA B300 GPUs each, 288 GB of HBM3e per GPU and up to 13.5 PFLOPS of peak FP4 compute per GPU.
- Cooling
- 6 × GRC NXSingle-phase immersion tanks with redundant coolant loops and CDUs, plus roof-mounted heat-rejection units.
- Power
- 1.2 MW · N+2Two power modules, one active at full capacity and one on standby, with failover in under 10 ms.
- Network
- 8 × 400GEast-west links per server on a rail-optimized, non-blocking GPU fabric, plus a front-end spine, edge routing, next-generation firewalls and out-of-band management.
03Technology
Three engineering decisions behind every container.
An immersion-cooled data center is only as good as its power and its network. Cooling, power and network are designed as one system and tested together before shipment.
01Single-phase immersion cooling
Cooled in liquid, not air
Servers sit in a dielectric liquid bath. Coolant flows from the distribution manifold across liquid-cooled plates and returns to redundant CDUs, while roof-mounted units reject the heat.
1.05PUEHow immersion cooling works02Energy-agnostic, solar-ready power
Any power source, N+2 redundancy
Connect to the grid, on-site generation or a solar farm with battery storage. Two power modules, one active and one on standby, fail over in under 10 ms.
< 10 msFailoverPlan a solar-powered data center03Rail-optimized 400G fabric
A non-blocking network, validated before shipment
Each server connects through 8 × 400G east-west rails and 2 × 400G north-south links. The network is validated end-to-end, with automated tests and compliance checks, before the container ships.
8 × 400GRails per serverSee the network architecture
04Deployment
From order to compute in as little as four months.
Integration happens in the UAE, not on your site. What arrives is a tested data center, ready to connect.
Step 01
Scope and site survey
We size the deployment around your workloads and assess power, connectivity, access and foundation on site.
Step 02
Build and integration in the UAE
Servers, immersion tanks, coolant loops and network are assembled and integrated in the container, and every system is configured, power modules included.
Step 03
Factory testing and network validation
Every system is tested. The network is validated end-to-end with AI-driven diagnostics, topology mapping, configuration compliance checks and automated tests.
Step 04
Transport as a standard ISO container
The 40ft High Cube ships by road or sea like any ISO container, built to withstand transport and harsh environments.
Step 05
Plug in and commission
Power and network are connected, the system is commissioned on site and handed over to 24/7 managed operations.
Indicative sequence. Actual timelines depend on scope, site readiness and logistics.
05Comparison
A container or a conventional build?
Conventional facilities remain the right answer for some programs. For dense AI compute on a deadline, the trade-offs look like this.
Time to compute
- BAYWAW AI Container
- In as little as four months from order to operation
- Conventional build
- Typically measured in years from planning to commissioning
Energy efficiency
- BAYWAW AI Container
- PUE of 1.05
- Conventional build
- Industry average of roughly 1.5 to 1.6
Footprint
- BAYWAW AI Container
- One 40ft ISO container, about 12.2 × 2.4 m, plus its power modules, for a 1.2 MW AI data center
- Conventional build
- A dedicated building with separate electrical and mechanical plant rooms
Cooling
- BAYWAW AI Container
- Single-phase immersion removes heat at the source
- Conventional build
- Often air-based; dense AI racks may require liquid-cooling retrofits
Location
- BAYWAW AI Container
- Any suitable site: campus, industrial or energy site, edge location
- Conventional build
- Fixed to the site where the building stands
Scaling
- BAYWAW AI Container
- Add containers as demand grows
- Conventional build
- Typically new construction phases
Delivery
- BAYWAW AI Container
- Pre-integrated, tested and validated before shipment
- Conventional build
- Assembled on site, often across several contractors
Operations
- BAYWAW AI Container
- End-to-end managed services, 24/7/365
- Conventional build
- In-house teams or separate service contracts
Industry-average PUE according to the Uptime Institute’s annual Global Data Center Survey.
06Who it’s for
Built for organizations that need AI compute on their own terms.
From national AI programs to research campuses, the same container adapts to very different sites and missions.
Explore solutions by sector- 01
National AI capacity on national soil, deployed on a government-controlled site and operated to your security requirements.
- 02
Dedicated GPU capacity for training and inference, close to your data, without waiting for a new facility to be built.
- 03
Dense AI compute close to users and networks, housed in a standard shipping container.
- 04
Turn the power available on your site into AI capacity, whether it comes from the grid, local generation or solar with storage.
- 05
A complete GPU cluster for research computing, delivered and managed so your teams can focus on the science.
07Managed services
We build it, ship it and run it.
Every BAYWAW AI Container is operated end to end: monitoring, maintenance, security, upgrades and on-site support, with a dedicated account manager as your single point of contact.
- Follow-the-sun support
- 24/7/365
- Initial response time
- < 15min
- Managed service areas
- 10
Follow-the-sun coverage
UTC offset
- AmericasUTC −5 to −8
- EMEAUTC 0 to +3
- AsiaUTC +8 to +11
- APACUTC +10 to +13
Included services
- Server maintenance
- Upgrades and lifecycle
- Security patching
- Component replacement
- Warranty management
- On-site support
- 24/7 monitoring
- Reporting and insights
- Data and access security
- Customer success
08Our heritage
From solar to silicon.
BAYWAW began in solar energy, supplying solar systems for infrastructure projects and trading new and certified second-hand panels. That experience shapes the BAYWAW AI Container: it is energy-agnostic and solar-ready, with an optional solar farm and battery storage feeding its power modules.
- Annual energy at a continuous 1.2 MW (approx.)
- 10.5GWh
Where that energy comes from is a design decision we make with you.
Power chain
- Solar farmOptional
- Battery storage (BESS)Optional
- Power modulesOne active, one on standby
- BAYWAW AI Container1.2 MW
Sourcing panels for another project? BAYWAW still supplies new and certified second-hand modules.
Solar panel trading09Insights
Analysis for infrastructure decision-makers.
Guides on containerized data centers, immersion cooling and sovereign AI, written for the people who sign off on them.
Technology
Immersion cooling for AI GPUs: how it works and why it matters
How single-phase immersion cooling works, why dense AI GPUs need it, and what it changes for energy efficiency, density and operations.
Strategy
Sovereign AI infrastructure: why compute is coming home
Why governments and enterprises are bringing AI compute onto their own soil, and how modular data centers make sovereign AI faster to deploy.
10FAQ
Questions buyers ask first.
Short answers to the questions we hear most. For anything specific to your site, book a technical briefing with our engineers.
Book a technical briefing
Prefer email? contact@baywaw.com
What is included in the BAYWAW AI Container?
The complete data center: 624 NVIDIA B300 GPUs in 78 Hypertec servers, six single-phase immersion tanks with redundant coolant loops and CDUs, roof-mounted heat rejection, two power modules with N+2 redundancy, and the full GPU, front-end, edge, security and management network. It is pre-integrated, tested and validated before delivery, then operated through end-to-end managed services.
What does our site need to host the container?
In broad terms: a flat, load-bearing foundation or pad for the 40ft High Cube container (maximum gross weight 30,480 kg) and its power modules, an energy source able to carry the 1.2 MW facility load (grid, on-site generation, or solar with battery storage), and network connectivity. Our engineers confirm the exact requirements during the site survey.
How quickly can it be deployed?
From order to operation in as little as four months. The container is built, integrated and tested in the UAE, then ships by road or sea as a standard ISO container. Actual timelines depend on scope, site readiness and logistics.
Can it run off-grid or on solar power?
Yes, with a suitable energy source on site. The container is energy-agnostic: it can draw on the grid, local generation, or an optional solar farm with battery energy storage feeding its power modules. We size the energy system with you, drawing on BAYWAW’s background in solar.
Who operates the data center once it is live?
BAYWAW manages it end to end: 24/7 monitoring, preventive maintenance, security patching, component replacement, warranty management, on-site support and regular reporting. Support follows the sun, 24/7/365, with an initial response in under 15 minutes and a dedicated account manager as your single point of contact.
How do we scale beyond one container?
By adding containers. Each unit is a self-contained 1.2 MW AI data center, so capacity grows in container-sized steps as demand grows, on one site or across several.
Where does our data stay?
On your site. The container is deployed where you choose, including government or enterprise premises, so data and models can remain within your jurisdiction. Next-generation firewalls protect the perimeter, and access control, network security and vulnerability management are part of the managed services.
What workloads is it designed for?
Large-scale AI training, fine-tuning and inference. Each NVIDIA B300 GPU carries 288 GB of HBM3e memory and delivers up to 13.5 PFLOPS of peak FP4 compute, connected by a rail-optimized, non-blocking 400G fabric.
Next step
Sovereign AI compute on your site in as little as four months.
Tell us about your workload, site and timeline. Our engineers typically reply within one business day with a first sizing and the next steps.