Wednesday, August 26, 2026
Source trace. Via News points to the documents behind its reporting and shows what we drew from each — so you can check any claim. How we source
Source document· March 11, 2026

U.S. Data Center Construction Market Outlook Report 2026-2031 Featuring Key Investors - Apple, Applied Digital, AWS, CyrusOne, DataBank, Digital Realty, Equinix, Google, Meta, Microsoft, NTT, Vantage

View original at finance.yahoo.com
U.S. Data Center Construction Market Outlook Report 2026-2031 Featuring Key Investors - Apple, Applied Digital, AWS, CyrusOne, DataBank, Digital Realty, Equinix, Google, Meta, Microsoft, NTT, Vantage Company Logo The U.S…
Opening lines of the source · short snapshot — read the full document at the original

What we drew from this source

The claims Via News extracted from this document. We point to the source; we don't replace it.

  • The AI industry is set to increase the size of hyperscale data centers significantly, with capacity for AI workloads expected to almost triple over the next five to six years

    60% confidence
  • New data centers are being designed to support high-density AI-based workloads with the rising adoption of AI across several industries

    60% confidence
  • Partnerships among data center operators, cooling technology vendors, chip manufacturers, and energy innovators are becoming essential for developing sustainable AI infrastructure

    60% confidence
  • Liquid cooling is becoming a significant trend that major colocation operators are implementing and is emerging as a key differentiator for colocation providers as AI and compute-intensive workloads continue to grow

    60% confidence
  • The U.S. Data Center Construction Market was valued at USD 83.97 Billion in 2025, and is projected to reach USD 154.49 Billion by 2031, rising at a CAGR of 10.70%

    60% confidence
  • Demand for data centers in the New York-New Jersey market remains high, driving vacancies down to less than 6%

    60% confidence
  • The Southeastern U.S. is expected to be the largest market in 2031 in terms of power capacity, with a share of around 32% in 2031, followed by the Midwestern U.S.

    60% confidence
  • Texas and Arizona contribute to over 90% of the data center investments in the Southwestern U.S. region

    60% confidence
  • As computing power demands and performance expectations rise, driven by AI, IoT, and ML advancements, the need for power usage will increase, resulting in higher temperatures within IT infrastructure

    60% confidence
  • AI-based data centers utilize GPUs as they can perform massively parallel computations, train and run AI models dramatically faster, use power more efficiently for each AI task, support real-time AI inference, and enable high-density, scalable facilities

    60% confidence
What we know · the intelligence behind this page
Live from the substrate
What we're seeing
AI Leadership Exodus Rattles Investor Confidence Amid Capex Boom
High-profile departures at top AI labs — Brad Lightcap's exit from OpenAI and an unnamed researcher's departure from Alphabet/Google that triggered a share-price drop — are surfacing talent retention as a market risk factor even as hyperscalers pour record capital into AI infrastructure. The reaction shows investors treating key-person risk at frontier AI labs as material to valuation, a new fragility layered onto an otherwise bullish AI-driven capex cycle.
Our read on the data ›
Signals we're tracking
EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
Patterns we're watching ›
Where sources disagree
Broadcom Inc.
Both facts report EPS for Broadcom Inc. for the same fiscal period (Q1 2026) observed on the same date (2026-02-01). However, they report conflicting values: 1.5 USD per share vs 2.05 USD per share. This is a 37% difference for the identical metric and time period, not a value change over time.
We flag conflicts openly ›
Recently verified
Checked against the original source
4,978
facts traced to their source — and we flag the ones that don't hold up.
101 entities tracked4,978 facts checked against source5,251 source documents archived
Query this data → isubstrate.com