Rack density is a thermal decision before it is an IT decision. We fix the heat rejection path — coolant temperatures, approach, flow, and failure behavior — before rack layout is committed, because retrofitting that path is the most expensive mistake in AI infrastructure.
At 100kW a rack, distribution losses, harmonic behavior, and fault clearing stop being footnotes. We engineer distribution topology and protection coordination against the real density target, not a de-rated average.
The same density architecture is delivered into new builds, retrofits, and modular units. The engineering is portable; only the envelope changes.
We start from the accelerator platform and utilization profile to derive real per-rack power and heat load, including transient behavior under training bursts.
Coolant loops, distribution units, manifolds, and heat rejection are designed as one path with defined approach temperatures and failure modes.
Distribution topology, redundancy, protection coordination, and network fabric are engineered against the committed density target.
Commissioning verifies the environment at design density under load — thermal performance, redundancy behavior, and failover, documented before handover.