Industries — From AI Factories to Edge Sites
One sheet metal line, six very different machine rooms. The numbers that decide each purchase are different too: an AI training hall buys against a 132 kW NVL72 cabinet, a European hyperscaler buys against mandatory PUE reporting under Directive (EU) 2023/1791, a colocation operator buys against $105–230 per kW-month of billable density, and an edge builder buys against ASHRAE A3/A4 wide-temperature excursions at an unattended site. Uptime Institute's 2025 survey still puts 45% of IT load in enterprise-owned halls, while the average rack has climbed to 27 kW — 4.5× the 6.1 kW baseline most installed cabinets were specified against. Each page below states the pain in numbers, then the rack package that answers it — standard frames where the floor is ordinary, liquid-cooling-ready and busbar-integrated variants where the machine demands them, and containment sized to the fire officer as much as to the thermodynamics.
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45% of IT load still on-prem · 27 kW average density · six environments, one rack line
Six industries, six sets of numbers
Each row carries the figure that dominates its buying conversation. The environments could hardly be more different — a 132 kW AI factory row and a lockable 18U edge cabinet share a product line precisely because the boundary hardware underneath them is the same steel. Follow any row to its industry page for the full comparison table, the specification sheet and the product package RackForge ships into that hall, from busbar-slot columns to drop-away fire panels.
AI Training Data Centers
GB200/GB300 NVL72 cabinets draw about 132 kW where legacy power architectures were designed for 10–30 kW — liquid cooling, busbar feed and 1,600 kg frames stop being options.
Cloud & Hyperscale
Directive (EU) 2023/1791 makes PUE measurement and reporting mandatory from 2025 for data centres of 500 kW and up — efficiency is now a compliance line, not a bonus.
Colocation
Retail colocation bills by the kilowatt: $105–150 per kW-month in Phoenix and $170–230 in premium markets — contained, metered aisles are the revenue model.
Edge Computing
The edge data centre market grows from $50.86B in 2025 to $109.2B in 2030 at 16.5% CAGR — on compact, sealed, unattended sites that forgive nothing.
HPC & Research
Peer-reviewed work puts direct-to-chip liquid cooling at up to −14.4% total facility power — the path Green500 leaders and 30 MW-class exascale machines already take.
Enterprise Data Halls
45% of IT load still lives on-premises (Uptime Institute, 2025) in halls built for 6.1 kW racks — while the average cabinet has moved to 27 kW and keeps climbing.
Three numbers every environment shares
The industries differ in temperature envelope and billing model, but the same three survey figures sit under all six buying decisions — and each one lands on the rack boundary. Density decides the frame, efficiency decides the aisle, and the rate card decides how fast both get funded.
Six environments. One forged rack line.
1,600 kg static · 132 kW NVL72-class · MOQ 5, samples in 15 days
