We often focus on what happens inside a compute environment. This framework looks beyond the facility itself.
Power. Water. Cooling. Communications. Infrastructure. Governance. Communities.
Together, these interconnected systems determine whether a compute environment can exist, grow, and thrive—not only today, but for decades to come.
1. Energy Infrastructure
Can reliable, scalable, and sustainable power be delivered for decades?
Rather than asking whether enough electricity exists today, the question becomes whether an energy ecosystem can support continuous growth over the next 30 to 50 years.
Areas to evaluate include:
- Generation Diversity — Nuclear, hydroelectric, geothermal, natural gas, solar, wind and emerging technologies.
- Renewable Integration — Balancing intermittent renewable generation with dependable baseload capacity.
- Energy Storage — Utility-scale batteries, pumped hydro, thermal storage, hydrogen and future technologies.
- Grid Resilience — Multiple transmission paths, redundancy, smart grids and cyber resilience.
- Distributed Energy Systems — Hybrid local generation that reduces dependence on a single source.
- Future Expansion — The ability to add capacity without fundamentally redesigning the network.
- Energy Economics — Long-term affordability and predictable operating costs.
2. Cooling & Climate
Can nature become part of the engineering solution?
For decades, cooling has been treated primarily as an engineering challenge. Increasingly, however, climate itself is becoming part of the solution. Cooler environments, natural airflow, water availability, and heat recovery can significantly reduce energy consumption while improving long-term operational resilience. Rather than designing systems that constantly fight nature, the next generation of compute environments may benefit from learning how to work with it.
Areas to Evaluate:
- Ambient temperature
- Free-air cooling opportunities
- Water availability
- Closed-loop cooling
- Heat reuse
- Seasonal variation
- Climate resilience
The future of cooling may depend less on overcoming nature and more on learning how to work with it.
3. Communications Infrastructure
Can information move as efficiently as electricity?
A compute environment is only as valuable as its ability to communicate with the outside world. High-capacity fiber networks, resilient routing, low latency, and global connectivity increasingly determine where digital infrastructure can thrive. Just as electricity powers computation, communications infrastructure enables that computation to create value.
Areas to evaluate:
- Fiber diversity
- Subsea cable connectivity
- Latency
- International routing
- Satellite integration
- Network redundancy
- Cybersecurity
Compute creates intelligence. Communications determine how quickly that intelligence reaches the world.
4. Industrial Infrastructure
Can large-scale construction and future expansion be supported?
Building a successful compute environment requires far more than constructing facilities. It depends on an industrial ecosystem capable of delivering materials, transportation, skilled labor, utilities, and future expansion over many decades. The ability to build is only the beginning; the ability to continue building is what creates long-term resilience.
Areas to Evaluate:
- Ports
- Airports
- Heavy transport
- Roads
- Rail (where applicable)
- Construction supply chains
- Utility corridors
- Industrial zoning
Infrastructure has always been the quiet architect of prosperity—the foundation behind rising living standards, economic mobility, and societal progress.
5. Human Ecosystem
Can people build meaningful lives here?
Technology alone does not create thriving communities. People do. Housing, education, healthcare, recreation, culture, and opportunity determine whether talented individuals and their families choose to build their future in a place. A successful compute environment is ultimately measured not only by computational capacity, but by the quality of life it supports.
Areas to Evaluate:
- Housing
- Schools
- Universities
- Healthcare
- Childcare
- Research institutions
- Recreation
- Culture
- Restaurants
- Retail
- Parks
- Public transportation
- Career opportunities for family members
- Community identity
Data centers may reshape far more than technology—they could redefine how communities think about work, education, and opportunity.
6. Governance & Stability
Can investors confidently plan over several decades?
Large-scale infrastructure investments require confidence that extends well beyond today’s political or economic conditions. Stable governance, transparent regulation, predictable policies, and strong institutions help create the long-term certainty needed for communities, businesses, and investors to plan responsibly over generations.
Areas to Evaluate:
- Political stability
- Regulatory clarity
- Property rights
- International cooperation
- Public-private partnerships
- Long-term policy consistency
Knowledge-based economies increasingly depend on governance systems capable of supporting long-term innovation and investment.