Week of May 12, 2026
xAI Built the World's Largest AI Cluster in 122 Days. Intel Ohio Is 5+ Years Behind. The Difference Isn't Capital.
Bottom Line
Power access is the differentiator. A 2,300 GW interconnection queue, a construction workforce short 500,000 workers, and mounting community opposition are the real constraints. Capital is abundant. Execution capacity is not.
$2.5T
Capital Committed
+$85B vs Q3 2025
54
Total Projects
+3 vs Q3 2025
80%
At Risk or Worse
↑ from 68% Q3
38%
Workforce-Related
Stable vs Q3
Data sources: SEC filings, CHIPS Act disclosures, company earnings calls, state permit databases, and verified construction reports. Data as of May 12, 2026.
Read Executive Brief →
Delayed Projects
Three worst delays by severity. Sources: Company press releases, regulatory filings.
$41B+
Committed Capital Behind Schedule
CRITICAL DELAY
Intel Ohio
$20B+ committed (Semiconductor)
5-6 YR DELAY
Score: 32 (CRITICAL)
ANNOUNCED (Jan 2022)
2025
→
CURRENT TARGET
2030-31
Why: Weak chip demand, Intel financial struggles, workforce shortages. Only ~$1.5B of $20B invested to date.
CRITICAL DELAY
VinFast NC
$4B committed (Automotive)
4 YR DELAY
Score: 28 (CRITICAL)
ANNOUNCED (Jul 2023)
2024
→
CURRENT TARGET
2028
Why: Minimal U.S. sales, stock collapsed 96%, pivot to Asia. Site described as "sound of crickets."
DISTRESSED
Samsung Taylor
$17B+ committed (Semiconductor)
2-3 YR DELAY
Score: 35 (DISTRESSED)
ANNOUNCED (Nov 2021)
H2 2024
→
CURRENT TARGET
Feb 2027
Why: No confirmed customers for the fab. Industry reports (The Elec) cite Feb 2027.
39 At-Risk or Distressed Projects by Primary Cause
15 Financial/Demand: Intel, Samsung, BlueOval SK, VinFast, Rivian, AESC, Ascend, Natron, Ford BlueOval City, GM ZERO, Wolfspeed, Hyundai LG, Stargate, CoreWeave, Plug Power
10 Grid/Permitting: GlobalFoundries, Micron NY, Nucor, Applied Materials, Amazon AWS, Meta, Google, Microsoft, Air Products, Scout
8 Execution/Ramp: Polar Semi, LG Chem, SK Battery, Panasonic, Honda LG, Redwood, Ford MI, Form Energy
6 Strategic Pivot: Novo Nordisk, StarPlus, LG Energy, Sila, Hyundai Metaplant, Hyundai Steel
THE CONTRAST
xAI Colossus went from groundbreaking to 100,000 operational GPUs in 122 days by bypassing the grid entirely and accepting regulatory risk most operators cannot. The facility operated 35+ turbines without permits for approximately one year while facing EPA complaints. This is a genuine engineering achievement, but the methods are not replicable for publicly traded companies or regulated utilities.
Systemic Risk Indicators
Portfolio-wide constraints affecting project execution
Grid Queue
CRITICAL
5+ yrs
Avg interconnection wait
2,300 GW backlog nationally
Only 13% of queue projects complete
Workforce
CRITICAL
500K
Workers short in 2025
$10.8B residential losses
19,000 homes not built
Regulatory
ELEVATED
2
FERC rejections YTD
$9.3B rate case exposure
CHIPS Funding
STABLE
$25.8B
Awards finalized
$4.3B renegotiating
Top Improvers (30 Days)
vs. Dec 3, 2025
1
Hyundai Steel Louisiana
Steel
75
NEW
2
Polar Semiconductor
Semiconductor
78
+13
3
LG Chem Tennessee
Battery
78
+2
Biggest Declines (30 Days)
vs. Dec 3, 2025
1
Natron Energy
Battery
0
-58
2
Ascend Elements
Battery
35
-27
3
Applied Materials
Semiconductor
62
-6
Portfolio Health
View All
10
On Track
20%
21
At Risk
42%
18
Distressed
36%
1
Terminated
2%
vs. Prior Quarter
-12 pts
Was 66 in Q3
vs. Year Ago
-18 pts
Was 72 in Dec 2024
Risk scores derived from SEC filings, CHIPS Act disclosures, and verified construction data. Methodology
CHIPS Act Funding Status
View Details
Total CHIPS Manufacturing
$39B
Finalized Awards
Intel Equity Stake
Renegotiating
Recipients
19
Intel Stake
~10%
R&D Voided
$7.4B
Aug 2025 Change
Intel → Equity
$8.9B converted to 10% stake
Natcast Status
Voided
$7.4B R&D funds rescinded
Source: Commerce Dept, GAO, OIG Reports
Updated: Aug 2025
Infrastructure Constraints
View Analysis
23
Projects
Constrained
Constrained
Grid Queue
5 yr avg
Power Demand
14.2 GW
Labor Gap
46% filled
7
Data Center
9
Semiconductor
5
Battery
2
Other
vs. Q3 2025
+5 projects
Was 18 constrained
Queue Growth
+1 yr YoY
Was 4 yr avg
Source: PJM, ERCOT, CAISO, MISO queues
Dec 2025 data
Key Milestones
Upcoming milestones ranked by slip probability based on current risk scores
Completed
On Track
At Risk
Likely Slip
Project / Milestone
Jan 26
Feb 26
Mar 26
Q2 26
Q3 26
Q4 26
2027
2028+
TSMC Arizona
Phase 2 Equipment Install
Samsung Taylor
Production Start (Revised)
Intel Ohio
Fab 1 Production
Panasonic Kansas
Phase 2 Groundbreaking
Eli Lilly LEAP
Manufacturing Online
CoreWeave Denton
Grid Interconnection
xAI Colossus
555K GPU / 2 GW Target
Anthropic AI
Lake Mariner Phase 1
NVIDIA US Mfg
Mass Production Ramp
Blackstone QTS PA
Construction Start
3 Milestones Likely to Slip
Intel Ohio, Samsung Taylor, and CoreWeave Denton face high slip probability based on current risk scores below 65 and unresolved blockers.
Milestones from company filings and announcements. Risk assessment based on risk scores.
Critical Watch
8 PROJECTS
Projects requiring immediate attention
Sector:
Health:
| Project ↕ | Sector ↕ | Capital ↕ | Risk ↕ | Health ↕ |
|---|
Methodology
Risk scores (0-100) based on four equally-weighted factors (25% each): Timeline Adherence (schedule variance, grid interconnection queue, permitting), Funding Security (capital committed, CHIPS/IRA awards, power purchase agreements), Construction Progress (physical completion, workforce availability, labor productivity), and Operator Stability (financial health, management continuity, utility relationships). Workforce and power/grid constraints are embedded within these core factors. Scores adjusted for Original Commitment Accountability with permanent penalties for slipping from announced production dates (approximately 5 points per year of delay, capped at -30). Projects ahead of schedule receive bonuses (+3 to +8 points). Health ratings: EXECUTING (80+), ON TRACK (65-79), MONITORING (50-64), DISTRESSED (35-49), CRITICAL (<35). Trend shows 30-day risk score change.
Data from SEC filings, CHIPS Act awards, grid operator queues (PJM, ERCOT, CAISO, MISO), regulatory documents, and verified news sources. For methodology questions: info@hccouncil.org
Last Updated: May 12, 2026 | 53 Active + 1 Terminated | $2.56T Capital Tracked
Intel Ohio CHIPS Milestone Review Approaching
Due: Q2 2025
Commerce Department will assess whether Intel has met required milestones for $7.9B award. Given 5-year timeline slip and zero foundry customers, clawback risk is elevated.
Samsung Taylor Strategic Decision Imminent
Expected: Q1 2025
Samsung board conducting strategic review of foundry business. Equipment installation frozen at 99.6%-complete Taylor facility. Exit from U.S. foundry market possible.
TSMC Arizona Phase 2 Equipment Installation
Target: 2026-2028
Phase 1 now in volume production with yields approximately 4 percentage points higher than Taiwan. Phase 2 (3nm) construction complete, equipment installation underway. Phase 3 (2nm) groundbreaking April 2025. Workforce scaling to support 6-fab gigacluster.
Stargate Multi-Site Buildout Accelerating
Status: Active
Abilene flagship now operational. Five additional U.S. sites announced (TX, NM, OH, WI). Project on track for $500B, 10GW commitment by end of 2025. Power grid integration remains critical path.
Plug Power Going Concern Warning
Status: Active
Auditors issued going concern warning. Cash burn exceeds $200M/quarter with no path to profitability. Rochester green hydrogen facility may not complete.
Analysis Tools
Export Reports
Generate board-ready PDF reports for specific projects, sectors, or your entire watchlist.
Methodology
Understand how we calculate risk scores, rate projects, and generate early warning signals.
Advanced Features
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Scenario Modeling
Model "what-if" scenarios to understand how project delays could impact your portfolio or market position.
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Earnings Calendar
Track upcoming earnings calls and investor days for companies with major infrastructure projects.
API Access
EnterpriseIntegrate HCC Megaproject Risk Monitor data directly into your investment systems and workflows
RESTful API
JSON endpoints for all project data
Real-time Updates
WebSocket feeds for instant alerts
Secure Access
OAuth 2.0 authentication
Historical Data
Full time-series back to 2024
Example Request
curl -X GET "https://api.nxtvelocity.com/v1/projects" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json"
# Response
{
"data": [
{
"id": "SE001",
"name": "TSMC Arizona",
"velocity_score": 72.4,
"status": "at_risk",
"updated_at": "2025-12-29T09:15:00Z"
}
],
"meta": { "total": 50, "page": 1 }
}
Custom Dashboards
Coming SoonCreate personalized views focused on your specific sectors, geographies, or watchlist. Save multiple configurations and switch between them instantly.
Semiconductor Focus
Texas Projects
High Risk Only
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Active Alerts
CRITICAL
Samsung Taylor: Strategic Review
Equipment installation frozen. Board decision expected Q1 2025.
CRITICAL
Intel Ohio: CHIPS Review Approaching
Q2 2025 milestone review. $8.5B at risk of clawback.
WARNING
TSMC Arizona: First Silicon Target
H1 2025 target approaching. Yield ramp risk elevated.