What an AI data center costs per megawatt and per gigawatt
Published estimates for building an AI data center run about 11 to 18 million dollars per megawatt before chips. Here is what each figure counts.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Published estimates for building an AI data center run about 11 to 18 million dollars per megawatt before chips. Here is what each figure counts.
Why transformers and switchgear are the slowest part of an AI data center build: reported lead times, price moves, the steel inside, and who makes them.
How AI data centers are cooled, what chillers and coolant distribution units do, and what filings say about orders, backlogs and supply for cooling gear.
How data center backup power works, what generators, UPS and batteries cost, how long they take to get, and which supply figures are solid or unsourced.
Why 800G and 1.6T optical transceivers are tight, how indium phosphide lasers set the pace, and what filings say about switch and optics demand and supply.
The steps, equipment, deposits and contract terms behind a data center grid connection, with 2026 figures on transformer waits, tariffs and who pays.
What a US interconnection queue is, how big it is (2,061 GW at end 2025), why most projects never get built, and what the waits mean for data centers.
How federal rules for connecting data centers to the US grid are taking shape: the DOE proposal, FERC's June 2026 orders, thresholds, costs and timelines.
How agreeing to cut power for a few hours a year could speed a data center's grid connection, with the Duke study, DOE, FERC, Texas and PJM proposals.
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