The Most Seasoned Partner for the AI Era, AIMTOG
DATA CENTER FACILITY
AI DATA CENTER · 02
The data center facility
that keeps infrastructure from stopping
GPU infrastructure demands conditions entirely different from conventional servers. Power per rack climbs several times over, and all of that heat is generated in the same space. Can you supply the power? Can you handle the heat? Those are the starting points of any configuration.
High Density
How AI infrastructure has changed the requirements for a data center
Having room to place the equipment and being able to actually run it are two different things. In a high-density environment, three conditions must be met at once.
CONDITION 01
Power density
A GPU rack draws far more power than a standard server rack. With the existing floor's distribution capacity, you may not be able to fully populate a rack.
CONDITION 02
Heat rejection
Most of the power consumed turns into heat. If cooling can't keep up, equipment throttles itself or shuts down — and the compute resources you invested in go unused.
CONDITION 03
Floor space and load
High-density equipment is heavy, and depending on the cooling method it may require piping or additional space. Floor load and delivery access paths must be reviewed as well.
Cooling
Air vs. liquid: the basis for choosing
Neither method is categorically better. The right approach depends on heat output per rack, the conditions of the existing facility, and the scale of the deployment.
COOLING 01
Air Cooling
Heat is rejected through the air as the medium. Most data centers already have this structure in place, so it can be applied without separate facility investment.
Key components
Best fit
low-to-medium density racks · reuse of existing floor space · phased expansion plans
COOLING 02
Liquid Cooling
A liquid medium absorbs heat directly at the heat source. Because liquid transfers heat far more efficiently than air, it is the choice for high-density configurations.
Key components
Best fit
high-density GPU clusters · configurations beyond air-cooling limits · large-scale deployments
Power
Power is a question of continuity, not just capacity
Securing the power you need is not enough on its own. It must not be interrupted, and it must carry you through to the point of expansion.
POWER 01
Capacity planning
We calculate the power your infrastructure will actually consume. By computing both today's required capacity and the capacity at the point of expansion, you avoid having to relocate the floor space later.
POWER 02
Distribution and redundancy
We configure the path that delivers power to the rack. We design a redundant structure so that compute doesn't stop even if one path fails.
POWER 03
Efficiency and monitoring
We track how the supplied power is used. The ratio of power spent on compute versus cooling feeds directly into operating cost.
How We Work
From conditions to construction
Rather than locking in the equipment first and then hunting for floor space, we confirm what conditions can be accommodated, then derive the optimal configuration within them.
STEP 01
Confirm site conditions
We assess the existing floor's power capacity, cooling method, and load conditions.
STEP 02
Review the capacity envelope
We calculate the scale of infrastructure that can be built under those conditions.
STEP 03
Layout and installation
We build to a rack layout that reflects the power and cooling paths.
STEP 04
Hand over operating conditions
We set up power and temperature monitoring and connect it into the operations phase.
We'll confirm how far your current floor space can take you.