Construction & Power Layer
Building the physical AI factory — EPC, power, cooling, and permitting
Construction & Power Layer
The construction layer is where the AI factory becomes physical reality. This is civil engineering at the scale of airports and power plants — but on 18-month timelines with first-of-kind technical requirements.
The Value Chain
graph LR
A[Site Selection] --> B[Permitting & Approvals]
B --> C[EPC Contract]
C --> D[Ground Up Construction]
D --> E[MEP Installation]
E --> F[Commissioning]
F --> G[GPU Installation]
1. EPC Contractors (Engineering, Procurement, Construction)
Key Players: Turner, Hensel Phelps, Mortenson, DPR, Jacobs, Bechtel, Fluor, Black & Veatch, McDermott, Kiewit, PCL, Swinerton
| Contractor | Data Center Revenue | Notable AI Projects | Specialty |
|---|---|---|---|
| Turner Construction | $10B+ annually | Meta, Google, Microsoft campuses | Hyperscale, self-perform MEP |
| Hensel Phelps | $5B+ | AWS, Microsoft, classified | Federal, hyperscale, complex MEP |
| Mortenson | $4B+ | Meta, Google, Microsoft | Renewable integration, speed |
| DPR Construction | $3B+ | Meta, Google, NVIDIA | Tech-focused, virtual design |
| Jacobs | $3B+ (EPC) | Hyperscale, nuclear integration | EPC, process, nuclear |
| Bechtel | $2B+ | Large campus, international | Mega-projects, nuclear, global |
| Fluor | $2B+ | Industrial, energy transition | EPC, modular, decarbonization |
| Black & Veatch | $1.5B+ | Power, water, telecom | Substations, generation, water |
| McDermott | $1B+ | Modular, offshore | Modular construction, EPC |
| Kiewit | $1B+ | Power, infrastructure | Self-perform, heavy civil |
Delivery Models:
- Design-Bid-Build: Traditional, slower, owner controls design
- Design-Build: Single contract, faster, contractor optimizes
- EPC (Turnkey): Fixed price/date, contractor takes risk — preferred for AI factories
- Construction Management at Risk (CMAR): Early contractor involvement, GMP
2. Specialized MEP Subcontractors (The Critical Path)
Key Players: Cupertino Electric, Rosendin, Helix Electric, Faith Technologies, M.C. Dean, EMCOR, Comfort Systems, TDIndustries
| Trade | Scope | Critical for AI | Lead Time |
|---|---|---|---|
| Electrical (Power) | Substations, switchgear, UPS, generators, PDUs | 480V/415V 3-phase, 1MW+ per rack row | 12-24 months (switchgear) |
| Mechanical (Cooling) | Chillers, cooling towers, CDUs, piping, pumps | Liquid cooling loops, 120°F+ supply temps | 9-18 months (chillers) |
| Plumbing/Piping | Process cooling, fire suppression, domestic | High-purity water, leak detection | 6-12 months |
| Controls/BMS | Building automation, DCIM integration | Real-time thermal/power management | 6-12 months |
| Fire Protection | Clean agent, pre-action, VESDA | High-density electrical fire risk | 3-6 months |
3. Power Infrastructure (The Ultimate Constraint)
Key Players: Utilities, GE Vernova, Siemens Energy, Mitsubishi, Schneider, Eaton, ABB, Vertiv, Generac, Kohler, Caterpillar
Grid Connection (The #1 Bottleneck)
| Component | Typical Spec | Lead Time | Cost |
|---|---|---|---|
| 500kV Substation | 500-1000 MVA | 18-36 months | $50-150M |
| 230kV Substation | 200-500 MVA | 12-24 months | $20-50M |
| Interconnection Queue | PJM, ERCOT, CAISO, MISO | 3-7 years | Varies |
| Transformers (GSU) | 200-500 MVA | 18-30 months | $5-20M each |
On-Site Generation (Bypassing the Queue)
| Technology | Capacity | Timeline | Status |
|---|---|---|---|
| Natural Gas Turbines | 50-400 MW | 12-18 months | Mature, permitted |
| Reciprocating Engines | 10-50 MW | 6-12 months | Fast, modular |
| Solar + Storage | 50-500 MW | 12-24 months | Land-intensive |
| Wind + Storage | 50-500 MW | 18-36 months | Site-dependent |
| SMR (Small Modular Reactor) | 50-300 MW | 2030+ | NuScale, GE Hitachi, Rolls-Royce |
| Microreactors | 1-20 MW | 2028+ | Oklo, Radiant, Westinghouse |
Power Density Requirements
| AI Factory Tier | Total Power | Rack Density | Cooling |
|---|---|---|---|
| Entry (1K GPU) | 5-10 MW | 40 kW/rack | Air + liquid assist |
| Standard (10K GPU) | 50-100 MW | 50-80 kW/rack | Direct-to-chip |
| Large (50K GPU) | 250-500 MW | 100-140 kW/rack | Full liquid/immersion |
| Mega (100K+ GPU) | 500 MW - 1 GW+ | 140-200+ kW/rack | Two-phase immersion |
4. Thermal Management at Scale
Key Players: Vertiv, Schneider Electric, Delta Electronics, SPX Cooling, Baltimore Aircoil, EVAPCO, Johnson Controls, Trane, Carrier, Daikin
| System | Capacity | AI Factory Application |
|---|---|---|
| Centrifugal Chillers | 1,000-6,000 RT each | Primary cooling plant, 10-50 per campus |
| Cooling Towers | 1,000-5,000 RT | Heat rejection, water-intensive |
| Dry Coolers | 500-2,000 RT | Water-free, larger footprint |
| CDUs (Coolant Distribution Units) | 100-500 kW | Per row/rack, 1-2 per 8-GPU node |
| Manifolds & Piping | N/A | Stainless/CPVC, leak detection every 10ft |
| Thermal Energy Storage | 10,000-100,000 ton-hr | Load shifting, grid services |
Water Usage (Critical Constraint):
- Evaporative cooling: 1-3 million gallons/day per 100MW
- Dry cooling: 0 water, 1.3-1.5x capital cost, 5-10% efficiency penalty
- Closed-loop + cooling tower: 500K-1M gallons/day
- Immersion: Minimal water, but fluid cost $50-100/gal
5. Site Selection Criteria (The Real Estate Decision Matrix)
| Factor | Weight | Ideal Target | Deal Breaker |
|---|---|---|---|
| Power Availability | 30% | <12 months to 100MW+ | >36 months or >$100M upgrade |
| Land Cost | 10% | <$500K/acre | >$2M/acre |
| Water Rights | 15% | Municipal + groundwater | No allocation, moratorium |
| Fiber Connectivity | 15% | <5km to major PoP | >50km, no dark fiber |
| Permitting Timeline | 10% | <12 months | >24 months |
| Tax Incentives | 10% | Abatements, credits | Hostile policy |
| Seismic/Climate Risk | 5% | Low earthquake, no flood | High hazard zone |
| Workforce Availability | 5% | Skilled trades within 50mi | Remote, no labor pool |
Top US AI Factory Regions (2024):
- Northern Virginia (Data Center Alley) - Power constrained, expensive
- Phoenix/Mesa, AZ - TSMC fab, good power, water risk
- Dallas/Fort Worth, TX - Cheap power, land, growing fiber
- Atlanta, GA - QTS campus, good power, incentives
- Columbus, OH - Intel fab, hyperscale, renewables
- Salt Lake City, UT - NSA, NSA, cheap power, fiber
- Reno/Sparks, NV - Tesla, Switch, geothermal, no tax
- Memphis, TN - xAI Colossus, TVA power, river cooling
- North Dakota - Applied Digital, wind, flared gas, cold
- Central Washington - Hydro power, cool climate, Microsoft
6. Permitting & Regulatory (The Hidden Timeline)
| Permit Type | Authority | Timeline | Complexity |
|---|---|---|---|
| Zoning/Entitlement | City/County | 6-18 months | High (public hearings) |
| Building Permit | City/County | 2-6 months | Medium |
| Air Quality (Generators) | State EPA | 6-18 months | High (emission limits) |
| Water Discharge/Withdrawal | State/Regional | 12-36 months | Very High |
| Electrical Interconnection | ISO/RTO + Utility | 3-7 years | Extreme |
| Environmental (NEPA/CEQA) | Federal/State | 12-36 months | Very High |
| Fire/Life Safety | Local Fire Marshal | 1-3 months | Medium |
Strategies to Accelerate:
- Pre-permitted campuses (Switch, Digital Realty, Vantage)
- Over-the-fence agreements with existing industrial
- Brownfield redevelopment (former aluminum, paper mills)
- Federal land (DOE, DOD, BLM) for strategic projects
- Emergency/expedited authority (defense production act)
Construction Timeline (18-Month Target)
Months 1-3: Site prep, permits, long-lead equipment orders
Months 3-6: Foundations, underground utilities, substation civil
Months 6-9: Steel structure, roof, envelope, major equipment delivery
Months 9-12: MEP rough-in, chiller/cooling tower install, switchgear
Months 12-15: MEP fit-out, CDU/manifold install, controls, testing
Months 15-18: Commissioning, burn-in, GPU installation, go-live
Critical Path Items (Order by Month 1):
- 500kV transformers & switchgear (24-36 mo)
- Large centrifugal chillers (12-18 mo)
- Generators & UPS (12-18 mo)
- Cooling towers / dry coolers (9-12 mo)
- CDUs & manifolds (6-9 mo)
- Structural steel (4-6 mo)
Cost Breakdown (Per 100MW AI Factory Campus)
| Category | Cost Range | % of Total |
|---|---|---|
| Land & Entitlements | $50-200M | 5-10% |
| Civil & Structural | $200-400M | 20-25% |
| Electrical (incl. substation) | $300-600M | 30-35% |
| Mechanical/Cooling | $200-400M | 20-25% |
| Controls/BMS/Fire | $50-100M | 5-8% |
| General Conditions/Fees | $100-200M | 10-15% |
| Contingency (10-15%) | $100-200M | - |
| Total (ex-IT equipment) | $1-2B | 100% |
The construction layer is where AI ambition meets physical reality. The 18-month build cycle for a 100MW+ AI factory requires orchestrating thousands of skilled trades, managing hundred-million-dollar equipment lead times, and navigating a regulatory maze that can add years. Companies that master this — Turner, Hensel Phelps, Mortenson, and the specialized MEP subs — are the unsung enablers of the AI revolution.