Hardware
Andreessen Horowitz’s New AI Fund Shows Software Investors Are Chasing the Hardware Layer
AI hardware infrastructure is becoming the new
Dominic Thorpe
August 29, 2026
| Metric | Current Value |
|---|---|
| Total Active IT Power Capacity | 39.0 GW |
| AI Cloud & Data Centers Operating | 5,411 Facilities |
| Coming Online (Next 90 Days) | 84 Facilities |
| Under Construction | 412 Facilities |
AI hardware infrastructure is becoming the new
Telecom Regulation Changes are reshaping FCC enforcement, broadband affordability rules, and planning risk for network operators after recent rulings.
Gas-powered data centers are becoming the AI
Evidence-based look at quantum communications hardware, receiver efficiency, fiber tests, and limits for lower-energy optical networks.
Terafab is being designed around a premise
AI data center chips are turning companies
AI data center capacity is becoming the
| Rank | Company | Completed / Operating | Under Construction | Total Capacity (GW)* | 2026 CapEx* |
|---|---|---|---|---|---|
| 1 | Amazon Web Services (AWS) | ~125+ Availability Zones | Multi-GW pipeline ($10B NC campus) | 18.0+ | $200B |
| 2 | Alphabet (Google Cloud) | 40+ Cloud Regions | 6 GW AI Growth Zone (UK) | 15.0+ | $185B |
| 3 | Microsoft (Azure) | 300+ physical data centers | Record multi-GW buildout | 17.0+ | $140B |
| 4 | Meta Platforms | ~25+ hyperscale campuses | 1.5 GW Louisiana site | 6.5+ | $135B |
| 5 | Oracle | 65+ Cloud Regions | "Stargate" Project (up to 7 GW) | 8.0+ | $50B |
| 6 | Aligned Data Centers | ~50 campuses | Ultra-high-density AI expansion | 5.0 | Private |
| 7 | Vantage Data Centers | 30+ campuses | 1.4 GW "Frontier" campus (TX) | 2.6+ | Private |
| 8 | Equinix | 260+ data centers | 250 MW xScale campus (UK) | 6.0 | $4.5B |
| 9 | Digital Realty | 300+ facilities | Heavy EMEA and US expansion | 3.8 | $4.0B |
| 10 | NTT Global Data Centers | 130+ data centers | Aggressive global expansion | 2.5 | $10B |
Watt’s Law frames AI progress around power, tokens per joule, cooling, utilization, and data center operating limits for builders and operators.
AI Energy Infrastructure can improve grid operations, but it also expands cyber, data, supply chain, and governance risks.
Data center capital is no longer a
AI earnings pressure is turning this week’s
| Rank | State | Estimated Total Capacity (GW) | Operational Facilities | Under Construction | Company with Largest Presence |
|---|---|---|---|---|---|
| 1 | Virginia | 11.1 GW | 317 | 135 | Amazon Web Services (AWS) |
| 2 | Texas | 10.9 GW | 205 | 137 | Meta / AWS |
| 3 | Arizona | 5.3 GW | 82 | 35 | Microsoft (Azure) |
| 4 | California | 4.5 GW | 166 | 6 | Equinix |
| 5 | Georgia | 3.1 GW | 64 | 49 | Microsoft (Azure) |
| 6 | Illinois | 2.8 GW | 77 | 19 | Digital Realty |
| 7 | Ohio | 2.4 GW | 100 | 45 | Amazon Web Services (AWS) |
| 8 | Oregon | 1.8 GW | 97 | 12 | Amazon Web Services (AWS) |
| 9 | Washington | 1.4 GW | 71 | 3 | Microsoft (Azure) |
| 10 | Pennsylvania | 1.1 GW | 37 | 11 | Amazon Web |
| 11 | Iowa | 1.0 GW | 56 | 17 | Google Cloud Services (AWS) |
| 12 | New Jersey | 0.9 GW | 49 | 2 | Equinix |
| 13 | North Carolina | 0.8 GW | 41 | 11 | Apple |
| 14 | Florida | 0.6 GW | 53 | 2 | DataBank |
| 15 | New York | 0.5 GW | 47 | 3 | Digital Realty |
Upper C-Band security analysis of FCC spectrum changes, radio altimeter risk, emission limits, and operational controls through 2030.
Taiwan’s latest AI hardware case shows that
OT Energy Security needs asset mapping, isolation plans, and zero trust controls for exposed solar and ICS assets in energy networks.
AI cybersecurity resilience depends on governed adoption, validation, training, and controls as security teams expand AI use.
The 10-Gigawatt Club: Only two states currently belong to this elite tier. While Virginia has reigned supreme for over a decade as the backbone of the internet, Texas is rapidly closing the gap. Fuelled by an independent grid and massive 1+ GW single-site campuses being built in the desert (like the Stargate initiative phases), Texas is on pace to eclipse Virginia entirely by the end of the decade.
The Rise of Arizona: Phoenix has officially bypassed Silicon Valley to become the third most powerful data center market in the US. Driven by massive investments from Microsoft and EdgeCore, Arizona’s capacity is projected to skyrocket as hyperscalers trade California’s strict regulations and high power costs for the desert’s stable, disaster-free environment.
The Nuclear Pivot in Pennsylvania: Notice Pennsylvania jumping into the top 10 despite having fewer total facilities than New Jersey or Florida. This is driven entirely by AWS’s massive acquisition and expansion of the Cumulus data center campus, which is directly powered by the 2.5 GW Susquehanna nuclear power plant.
The “Legacy” States: States like California, New Jersey, and New York still boast a high number of facilities, but their total GW output is stagnating. These are largely older, smaller colocation centers running at 10-20 MW, which pale in comparison to the 200-500 MW AI campuses currently being built in Ohio, Georgia, and Iowa.
Gas-powered AI campuses are becoming one of
Cisco’s $9.3 billion in fiscal 2026 hyperscaler
AI data center energy use is shifting from fixed load planning to flexible demand, cooling control, and more cautious sustainability claims.
Subsea cable telecom careers rarely receive the
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Total Active IT Power Capacity refers to the amount of IT power currently deployed and supporting live AI, cloud, and enterprise workloads across operational facilities. As of the latest update, this figure stands at 39.0 GW.
There are currently 5,411 AI cloud and data center facilities operating across the United States. These facilities support hyperscale, enterprise cloud, and high-performance computing workloads.
This metric reflects 84 facilities scheduled to become operational within the next 90 days. It provides visibility into near-term expansion and immediate infrastructure growth.
There are 412 facilities currently under construction, representing confirmed development projects that will contribute to future IT power capacity.
Total Imminent Capacity represents IT power expected to be activated in the near term. This currently totals 1.2 GW of additional capacity nearing operational deployment.
Total Pipeline Capacity reflects the projected capacity across all planned and future development projects. The current pipeline stands at 35.0 GW, including facilities in planning, permitting, and early-stage development.
All infrastructure metrics are regularly updated to reflect the most current operational, construction, and development status available from verified sources.
