Atlas of AI Buildout

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United States

Data centre capacity, electricity and supply-chain position · ISO US

176 TWhdata-centre electricity · 3.9% of national generation · grade A, Reported

United States's data centres draw 176 TWh of electricity a year, which places it 1st of the 33 countries this atlas carries a figure for.

That is 3.9% of everything the country generates — well above the 1.2% median across those countries.

Set against 53.7 GW of installed capacity, that implies a 37% load factor.

14 metros are tracked here, totalling 15,659 MW, of which Northern Virginia alone is 4,496 MW — 29% of the national total.

6,567 MW of that is not yet operating: it is under construction or still an announcement.

Its strongest showing anywhere in the atlas is Silicon on the ownership basis, at #1 of 9.

56 suppliers are domiciled here, booking roughly $1,000bn between them; the largest is Nvidia.

Its single strongest grip on the buildout is Switch silicon, where firms domiciled here hold 85% of global supply in a sub-layer weighted 0.90 for how hard it is to substitute.

About $500bn of AI infrastructure investment has been announced for United States, though announced is not built — that figure is graded A.

National context

Electricity generation4,520 TWh A
Data-centre electricity176 TWh A
— as a share of generation3.9% B
Installed data-centre capacity53.7 GW A
Tracked metro capacity15,659 MW B
Announced investment$500bn A
Population342m A
GDP$30,767bn A

Grid friction

Queue-constrained
~2,061 GW of generation and storage actively seeking interconnection at end-2025; gas requests up 86% year on year.

Where United States ranks

The same tables read three ways. A country can lead one basis and be invisible on another, and that gap is the whole point of the atlas.

Tier Physicalassets here Ownershiprevenue booked Controlcould stop you
Silicon#5of 14#1of 9#2of 10
Memory & Storage#3of 7#2of 5#2of 5
Networking#2of 9#1of 4#1of 5
Systems & Facility#1of 54#2of 9#1of 9
Power & Grid#1of 77#1of 17#2of 12

Data centre metros (14)

Northern Virginia — OperatingLargest market on earth and still the tightest: 4,496.5 MW of inventory at 0.2% vacancy in H1 2026, with just 10.8 MW actually available to lease and 2,420.2 MW under construction. It was 3,046.1 MW in Q1 2025.4,496 MW A
Richland Parish, LA — AnnouncedAnnounced multi-GW campus with dedicated new gas generation. Announced only — treat with caution.2,200 MW C
Atlanta — Operating1,465.2 MW at 1% vacancy. Grew from 1,279.4 MW with a 2,159.3 MW construction pipeline behind it — the fastest large-market ramp in North America.1,465 MW A
Dallas–Fort Worth — Operating1,249.4 MW, plus 716.7 MW under construction that is already 88% preleased. ERCOT interconnection is faster than most US markets, which is much of the attraction.1,249 MW A
Abilene, TX — Under constructionLarge announced AI campus with on-site generation. Named by CBRE alongside Reno as a tertiary market outpacing primaries.1,200 MW C
Chicago — Operating910.6 MW at 2.2% vacancy; overtook Phoenix as the fourth-largest North American market in Q1 2026.911 MW A
Memphis — Under constructionOn-site gas turbines used to bridge grid connection timelines.700 MW C
Columbus — Under constructionOhio has become a primary hyperscale corridor.620 MW C
Phoenix — Under construction617.0 MW at 1.7% vacancy (Q1 2025). Water and summer peak demand are the live constraints.617 MW A
Santa Clara — OperatingMunicipal utility capacity effectively capped growth.520 MW C
Cheyenne, WY — Announced480 MW C
Portland / Hillsboro — OperatingTranspacific cable landings and cheap hydro. CBRE flags its pipeline being outpaced by tertiary markets.450 MW C
Reno — Under constructionCBRE expects its pipeline to outpace primary markets like Hillsboro or Silicon Valley in 2026.400 MW C
Des Moines — Under constructionCBRE names it an emerging market with multiple large-scale campuses under construction.350 MW C

Supply positions

Share of each global sub-layer held by firms domiciled here, and how hard that sub-layer would be to substitute. Those two multiplied are what the control basis ranks on.

Silicon

Sub-layerShareSubstitutability
Design & IP88% B×0.85
Foundry5% A×0.98
Advanced packaging8% C×0.92
Semicap equipment38% B×0.96
Test & assembly8% C×0.45

Strongest single grip: Design & IP — 88% × 0.85 substitutability weight.

Memory & Storage

Sub-layerShareSubstitutability
HBM25% B×0.95
Conventional DRAM25% B×0.90
NAND24% C×0.75
Enterprise SSD30% C×0.55
HDD80% C×0.60
Controllers35% C×0.40

Strongest single grip: HDD — 80% × 0.60 substitutability weight.

Networking

Sub-layerShareSubstitutability
Optics & transceivers25% B×0.70
Switch silicon85% C×0.90
Switch systems70% C×0.60
Fibre plant30% C×0.50
Submarine cable30% C×0.85

Strongest single grip: Switch silicon — 85% × 0.90 substitutability weight.

Systems & Facility

Sub-layerShareSubstitutability
Rack integration & ODM14% B×0.80
DC development55% C×0.50
Colocation & neocloud62% B×0.45
Cooling & thermal40% C×0.65
Construction & EPC45% C×0.35

Strongest single grip: Colocation & neocloud — 62% × 0.45 substitutability weight.

Power & Grid

Sub-layerShareSubstitutability
Turbines & prime movers30% B×0.95
Transformers & switchgear10% C×0.80
On-site power & backup40% C×0.45
Nuclear & SMR20% C×0.70

Strongest single grip: Turbines & prime movers — 30% × 0.95 substitutability weight.

Suppliers domiciled here (56)

Nvidia — Accelerators, interconnectSilicon~86% of accelerator revenue in late 2025, easing as custom silicon scales.$130bn
Nvidia — InfiniBand, Spectrum EthernetNetworkingNetworking is bundled with the accelerator platform.$130bn
Broadcom — Custom AI ASICsSiliconAI ASIC backlog reported at $73bn, giving visibility into 2027.$64bn
Broadcom — Switch silicon, opticsNetworkingTomahawk-class switching silicon underpins most large AI fabrics.$64bn
Cisco — Switching, routingNetworkingOnly a fraction sits in the AI fabric perimeter.$54bn
Intel — CPUs, foundrySiliconOnly US-domiciled leading-edge logic fab operator.$53bn
Qualcomm — SoCs, edge inferenceSilicon$39bn
GE Vernova — Gas turbines, grid equipmentPower & GridLargest single position in heavy-duty gas turbines.$38bn
Micron — DRAM, HBM, NANDMemory & StorageOnly US-domiciled DRAM maker; expanding HBM aggressively.$37bn
Applied Materials — Deposition, etch, metrologySilicon$27bn
Dell Technologies — AI server systemsSystems & FacilityInfrastructure Solutions Group only.$24bn
Turner Construction — Data-centre constructionSystems & Facility$20bn
Lam Research — Etch, depositionSilicon$18bn
Eaton — Electrical systems, switchgearPower & GridIrish-incorporated historically; classified here by principal operating domicile.$17bn
AMD — Accelerators, CPUsSiliconCredible second source; multi-gigawatt agreements signed in 2025.$16bn
AECOM — Engineering, constructionSystems & Facility$16bn
Supermicro — AI systemsSystems & Facility$15bn
Hewlett Packard Enterprise — AI server systemsSystems & Facility$15bn
Corning — Optical fibreNetworking$14bn
Google — TPUSiliconCaptive silicon; revenue is an imputed internal value.$12bn
KLA — Process controlSilicon$12bn
Jacobs — EngineeringSystems & Facility$12bn
Vertiv — Thermal, powerSystems & FacilityAlso appears in the Power & Grid tier.$10bn
Vertiv — UPS, power distribution, thermalPower & GridDirect exposure to data-centre electrical fit-out.$10bn
Seagate — Nearline HDDMemory & StorageBulk training-data storage economics still rest on HDD.$9bn
Western Digital — Nearline HDDMemory & Storage$9bn
Equinix — ColocationSystems & FacilityPart of the ~30% of colocation revenue held by the top three.$9bn
Amazon — Trainium, InferentiaSiliconCaptive silicon.$8bn
SanDisk — NAND, SSDMemory & Storage$8bn
Arista Networks — Data-centre switchingNetworkingLargest merchant AI-fabric switch vendor.$8bn
GlobalFoundries — Mature-node foundrySilicon3.3% of foundry revenue.$7bn
Cummins — Standby generationPower & GridPower Systems segment only.$7bn
Caterpillar — Standby and prime generationPower & GridEnergy & Transportation segment.$7bn
Baker Hughes — Industrial gas turbinesPower & GridIndustrial & Energy Technology segment.$7bn
Marvell — Custom silicon, DPUsSilicon$6bn
Amkor — Packaging and testSilicon$6bn
Marvell — DSPs, optical siliconNetworking$6bn
Coherent — Transceivers, lasersNetworking~16% of transceiver shipments; leading Western supplier.$6bn
Digital Realty — ColocationSystems & Facility$6bn
Westinghouse — Reactors, servicesPower & Grid$6bn
CoreWeave — GPU cloudSystems & FacilityLargest of the neoclouds; heavily debt-financed against GPU collateral.$5bn
Ciena — Optical transportNetworking$4bn
Generac — Generation setsPower & Grid$4bn
Vantage Data Centers — Hyperscale developmentSystems & Facility$3bn
QTS — Hyperscale developmentSystems & FacilityBlackstone-owned; financials not separately disclosed.$3bn
Lumentum — Lasers, transceiversNetworking$2bn
SubCom — Submarine cable systemsNetworkingOne of four suppliers that build effectively all intercontinental capacity.$2bn
STACK Infrastructure — Hyperscale developmentSystems & Facility$2bn
Aligned Data Centers — Hyperscale developmentSystems & Facility$2bn
CyrusOne — Hyperscale developmentSystems & Facility$2bn
Crusoe Energy — GPU cloud, on-site powerSystems & FacilityBuilds generation alongside compute.$2bn
Boyd Corporation — Liquid coolingSystems & Facility$2bn
Credo — SerDes, active cablesNetworking$1bn
Astera Labs — Connectivity siliconNetworking$1bn
Lambda — GPU cloudSystems & Facility$1bn
Applied Digital — Hyperscale developmentSystems & Facility$1bn

Revenue is the group or segment figure closest to each tier's perimeter. Segment boundaries differ between issuers, so treat the split as indicative.

Open United States in the interactive atlas →

Every figure here is computed from the same tables the atlas reads, and is downloadable as CSV. Think something is wrong? Tell me — corrections are more useful than compliments.

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