
IoT OT Inventories: GAO Finds Federal Gaps
GAO says IoT OT inventories remain incomplete across civilian CFO Act agencies, with gaps in maintenance, data fields, and OMB oversight.
| 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 |

GAO says IoT OT inventories remain incomplete across civilian CFO Act agencies, with gaps in maintenance, data fields, and OMB oversight.

A PCIe error in a GPU server

Bulk-Power Security under EO 14421 changes equipment reviews, procurement risk, and installed-grid asset planning for U.S. operators.

renewable data centers can lower emissions, but fuel mix, transmission limits, PPAs, and security controls determine real impact.

A server reporting a correctable ECC memory

A correctable ECC memory error does not

FCC logic-bearing components rules reshape hardware authorization, marketplace labeling, and supply-chain checks for communications devices.
| 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 |

Efficient AI Inference can lower task energy, but adoption is slowed by hardware cost, utilization, measurement gaps, and power access.

AI Data Center Energy statistics from the 2025 update show global load, U.S. projections, and why AI server shares need careful reading.

AI Data Center Energy is pushing U.S. electricity planning toward higher loads, regional constraints, and harder cooling tradeoffs.

LLM limitations now include measurable memorization, task-specific hallucination, security exposure, and rising inference energy costs.
| 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 |

PLC Patch Management needs risk-based triage, tested firmware windows, and audit evidence as ICS vulnerability counts reach record levels.

A server SSD can appear empty while

Bulk power security under EO 14421 changes procurement, installed-equipment reviews, and risk planning for U.S. grid operators.

AI model limitations exposed in July 2026 show containment, sandboxing, monitoring, and evaluation-harness gaps at OpenAI and Anthropic.
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.

AI data center energy patterns show why workload mix, capacity growth and campus scale now matter for power, cooling and grid risk.

Data Center Energy forecasts point to 521–843 TWh by 2030, raising practical questions for grid, cooling, security, and sustainability planning.

AI Cybersecurity Barriers analysis of 2026 containment failures, configuration errors, governance gaps, and defensive controls.

Data Center Energy Load raised PJM wholesale costs in 2026; this case study reviews market data, reliability risk, and cost signals.
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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.