AI infrastructure designed to fit the community.

Distributed AI. On-site power. Small footprint.

Small Footprint AI proposes a distributed alternative to the assumption that meaningful AI infrastructure must arrive in the form of enormous centralized campuses.

The initiative focuses on smaller facilities, generally in the 1–10 MW range, paired with integrated on-site energy systems.

Communities deserve more than two choices.

The public debate increasingly assumes that communities must choose between opposing data-center development entirely or accommodating facilities with enormous requirements for power, land and supporting infrastructure.

Small Footprint AI is built around a third possibility.

Instead of asking the community to fit the data center, design the data center to fit the community.

Small is relative. That is precisely the point.

A 5 MW computing facility is still serious infrastructure.

But infrastructure scale changes dramatically when the comparison is no longer another 5 MW commercial project, but a proposed 250 MW, 500 MW or 1 GW data-center campus.

SFAI is intended to explore where smaller, distributed facilities can provide useful AI capacity while creating a substantially different relationship with their host communities.

Power designed as part of the facility.

Solid oxide fuel cells are central to the reference architecture because they can support efficient, modular, comparatively quiet on-site power generation.

Natural gas supplementation may be incorporated where appropriate.

Ethanol logistics can be handled through periodic delivery rather than requiring the site to depend exclusively on new electrical transmission infrastructure.

The integrated energy system may also incorporate:

• useful heat recovery
• water recovery
• cooling integration
• captured biogenic CO₂

Final configuration depends on site requirements and project design.

The grid can be an option without being the premise.

SFAI is designed around the facility bringing its principal energy system with it.

A grid connection may still make sense for backup, redundancy, supplemental import, export or other project-specific purposes.

But normal operation is not intended to begin with the assumption that the local utility must first supply the entire facility's electrical requirement.

Compute, power, cooling and fuel logistics belong in one design conversation.

The infrastructure problem is larger than electrical generation alone.

The SFAI Coalition is intended to bring together companies capable of addressing the complete facility: computing infrastructure, distributed generation, hydrogen, fuel cells, cooling, carbon management, engineering, construction, financing and related technologies.

The objective is not to assemble a collection of logos.

It is to establish repeatable reference architectures that can actually be deployed.

Infrastructure should earn its place.

• How much land does it require?
• Where does its power come from?
• What infrastructure must the community provide?
• What traffic does it create?
• What does it sound like?
• How does it use water?
• What economic activity does it support?
• How is the facility integrated into its surroundings?

Not every site will produce the same answer.

The purpose of the SFAI model is to make those questions part of the design process rather than treating community impact as an issue to address after the infrastructure has already been defined.

An infrastructure problem requires an infrastructure coalition.

The Small Footprint AI Coalition, SFAI-C, is intended to bring together companies whose technologies and capabilities can form repeatable Small Footprint AI systems.

Potential disciplines include:

• distributed energy
• hydrogen
• solid oxide fuel cells
• cooling
• compute infrastructure
• carbon management
• engineering
• construction
• fuel logistics
• financing
• site development

The customer is buying infrastructure, not simply a kilowatt-hour.

Small Footprint AI is designed around the total energy requirement of the facility, not simply the price of a kilowatt-hour.

Depending on project circumstances, commercial structures may include customer ownership, project financing, energy-as-a-service arrangements, longer-term power supply structures or combinations of these approaches.

For Communities

Understand the scale, infrastructure requirements and community implications.

For Public Officials

Explore siting, economic-development and infrastructure considerations.

For Coalition Participants

Explore participation in SFAI-C.

For Developers

Discuss a potential SFAI deployment.

There is more than one way to build the AI economy.