Porter X operates at the intersection of demand, infrastructure, and resource constraints. We help organizations make critical decisions before capital is committed.
Organizations are racing to meet growing demand for AI services and data infrastructure by building facilities, securing energy, and committing capital before the full system is understood. That misalignment shows up as grid strain, stranded capital, and community impact.
AI is the most visible demand driver, but the coordination problem runs deeper. Capital, energy, compute, and infrastructure are scaling independently. No single entity aligns them.
Porter X works across the infrastructure decision lifecycle, aligning demand signals, resource constraints, and capital before decisions are locked in. When alignment happens early, systems scale efficiently. When it doesn't, resources are stranded or wasted.
Most people are chasing AI. We're mapping the demand, physical infrastructure, and resource constraints underneath it.
We track where infrastructure decisions are breaking in real time. Supply chain constraints, interconnection delays, capital misalignment, and circular failures all surface before projects fail. We map those signals early.
ERCOT projects data centers will require 24 GW by 2031, the equivalent of adding another Houston metro area to the state grid. Regulators at CERAWeek signaled major market reforms are coming as the interconnection queue becomes unmanageable. "Phantom" load requests are making it nearly impossible to plan.
Enhanced Geothermal Systems, using horizontal drilling borrowed from oil and gas, are unlocking power beyond western US hotspots. Co-locating data centers with geothermal sources bypasses grid interconnection queues entirely. Fervo Energy cut per-well costs from $9M to $4.5M in three years. Google, Microsoft, and Meta have all signed agreements.
Of 16 GW of capacity planned globally this year, nearly triple 2025 levels, only 5 GW is already under construction. Power constraints and equipment shortages are the headline bottleneck, but community opposition has emerged as a material driver of cancellations. Michigan introduced bills to halt permitting until April 2027.
Three Mile Island restarts in 2027 to power Microsoft data centers. The DOE is siting AI infrastructure at four federal nuclear sites. GlobalData forecasts 3 GW of SMR capacity commissioned for data centers by 2028, but no US small modular reactors are commercially operational yet, and permitting cycles still span 5 to 7 years.
Power transformers now average 128 to 144 weeks lead time. High-voltage circuit breakers have stretched past 120 weeks. The US faces a 30% supply deficit for large power transformers, with domestic manufacturers meeting only 20% of demand. Compute facilities are competing directly with utilities for the same scarce equipment, making the bottleneck self-reinforcing. Transformer prices increased 26% in 2024 and utility-scale lead times reached six years in some markets.
Compute facilities use 30 to 40% of total power for cooling, not compute. Over 8 TWh of wind and solar was curtailed in ERCOT in 2024, averaging 1.2 GW per hour, because transmission cannot move it to demand. Texas aquifer depletion is making water a real siting constraint. Transmission limits force gas backup, which generates heat, requiring more cooling and more water. Each constraint feeds the others. Addressing any single one independently worsens the overall system.
Alexandra founded Porter X after nearly a decade operating across data systems, enterprise infrastructure, and complex multi-stakeholder environments in the federal government. She saw the same pattern repeatedly: decisions made in isolation leading to delays, idle capacity, and wasted resources at scale.
Porter X was built to solve that coordination failure, not just for AI. The same framework applies to any demand type that puts significant load on energy and physical infrastructure: crypto, advanced manufacturing, sovereign compute, and whatever demand type emerges next. The coordination problem Porter X solves is not unique to the US market.
Porter X deploys a curated pool of senior experts assembled specifically for each engagement. This group has delivered together at the C-suite level inside major federal agencies. Proven collaborators, not a loose network of independent advisors.
We work with infrastructure developers, energy operators, investors, and technology leaders navigating complex decisions. If constraints, sequencing, or capital alignment are slowing you down, let's talk.
"I help organizations make better infrastructure decisions by aligning demand, resources, and capital before they're committed, so they can scale intentionally, not just urgently."
Alexandra Porter, Founder & CEO, Porter X LLC