We tend to talk about AI in terms of algorithms and training runs, but the real race is happening in the physical world. Nations and corporations are scrambling to build data centers, secure their energy supply, and deploy the talent to operate them. As Wayfinder Phill Lawson-Shanks recently explored, power has become the real bottleneck to progress, and it will define who scales and who stalls. Global electricity consumption could more than double (or even triple) between 2023 and 2050, with much of that growth driven by AI workloads, electrified transport, and industrial reshoring. As AI’s energy needs surge and energy security becomes a shared national priority, buyers are valuing speed and reliability above cost.

We believe AI’s insatiable appetite for energy, coupled with sustained bipartisan policy support for energy security and price-insensitive buyers, hyperscalers, sovereigns, and defense customers, is fueling a new arms race for infrastructure. The convergence of digital and physical assets makes energy and construction infrastructure the leading strategic asset in the current pursuit of technological dominance.

Last week, we partnered with Reveille and TriplePoint Capital to host a dinner with leaders shaping the future of energy. The discussion ranged from renewables to advanced nuclear and how rising costs, grid strain, and policy shifts are redefining where innovation happens next. At the table were early-stage ventures like Thea Energy and Exodys Energy, established players such as BWXT, National Grid, and ExxonMobil, and investors and researchers from Andreessen Horowitz, Sidewalk Infrastructure Partners, and DARPA – all focused on building a more resilient energy future.

At 53 Stations, we see energy as the through-line connecting our built world and AI investments. The next generation of infrastructure companies will treat energy not as an input cost but as a design principle – one that determines resilience, scalability, and ultimately, competitive advantage.

Abundance → Constraint  

For decades, software companies could scale almost infinitely. The cloud abstracted away physical limits. But today, every layer of the tech stack, from chips to data centers, depends on a fragile energy equation.

Electricity demand is set to double or even triple by mid-century, driven by AI workloads, EV adoption, and industrial reshoring. That kind of growth forces a reckoning: innovation can only move as fast as the grid allows.

With grid interconnection queues stretching up to seven years and compute demand outpacing grid capacity by 2030, the supply-demand imbalance means speed-to-market is as important, if not more, than cost. For hyperscalers and mission-critical buyers, compressing project timelines by weeks can justify significant price premiums.

We could think about this as a problem, but it’s really an opening. When constraint replaces abundance, new categories of builders emerge. We’re seeing a wave of founders rethinking how we generate, store, and deliver power, from distributed microgrids and thermal management systems to grid orchestration and energy-aware construction workflows. Their innovations don’t just meet demand, but instead redefine what’s possible when energy becomes programmable.

Energy as The New Infrastructure Stack 

Our investment pillars at the firm will be built on three layers:

• Infra x Build: Modernizing the design, build, and delivery of mission-critical facilities through better site selection, permitting, supply chain, robotics, prefab construction, digital twins, and project management
• Energy Resilience: Accelerating the grid and energy transition with modernized transmission, advanced nuclear, geothermal, renewables, storage, and critical mineral supply chains
• Industrial AI Operations: Deploying AI-native tools for the physical world to optimize performance, reduce downtime, automate compliance, and improve safety

Each layer reinforces the other. Construction tech enables faster, safer buildouts of energy-intensive assets like data centers. Energy resilience, from advanced nuclear to storage to renewables, ensures uptime for those assets. And industrial AI operations optimize performance, safety, and resource allocation across them all.

This convergence of physical and digital infrastructure represents one of the most durable, multi-decade opportunities in venture. As AI drives demand up the stack, it also creates new feedback loops for optimization, making the entire system smarter and more responsive.

Implications for Builders 

For founders, this shift calls for systems thinking. Building in the energy era means designing not just for growth but for interdependence between hardware and software, public and private sectors, and local and global supply chains.

The strongest teams we meet share a few instincts in common: they view regulation as infrastructure, not friction; they see compliance and safety as product features; and they design for resilience first, efficiency second.

There’s a simple takeaway here: energy isn’t the background to innovation. It’s the playing field. Every company that relies on computing, logistics, or industrial systems is now in the energy business, whether they realize it or not.

Energy At The Edge

The physical edge of AI, where power meets performance, will define the next era of industrial progress. The winners will be those who align technology ambition with physical reality, building the connective tissue between electrons, data, and construction.

For 53 Stations, that’s where our conviction lies: backing the founders who treat energy as both the constraint and the catalyst for what’s next.