Porter X focuses on how decisions across power, compute, and capital are made as AI demand scales. Those decisions are rarely aligned, which means resources get committed before systems are ready and value is lost downstream. We help organizations align those decisions early so resources are used efficiently over time, not stranded or wasted.
Organizations are racing to meet growing demand for AI services by building data centers, securing energy, and deploying compute, often committing irreversible capital before the full system is understood.
The AI economy has five layers. Each has a gap. Porter X works across all of them.
Porter X works across the AI infrastructure lifecycle, aligning power, compute, and capital so decisions reinforce rather than undermine each other. When that alignment happens upstream, resources like heat, water, and infrastructure capacity are used efficiently over time instead of being lost or underutilized.
Most people are chasing AI. We're mapping the data and physical infrastructure underneath it.
Porter X tracks signals across the AI infrastructure lifecycle: bottlenecks forming, capital misalignment, energy constraints, and downstream impacts on AI services. This is what informed decision-making looks like.
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.
Alexandra Porter founded Porter X after nearly a decade operating across data systems, enterprise infrastructure, and complex multi-stakeholder environments in the federal government. There, she saw how decisions across power, data, and infrastructure didn't line up in practice, leading to delays, idle capacity, and wasted resources at scale.
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.
Porter X works with infrastructure developers, energy operators, capital investors, and AI platform leaders navigating complex infrastructure decisions. If infrastructure constraints or sequencing decisions are slowing your AI strategy, let's talk.
"I help organizations make better AI decisions by aligning strategy with the infrastructure required to support it, so they can scale intentionally, not just urgently."
Alexandra Porter, Founder & CEO, Porter X LLC