Rapid Deployment
Build AI infrastructure faster than traditional construction approaches.
Strategic Solutions Center
Confidential Executive Briefing
From Opportunity to Infrastructure Asset.
SSC brings together the site, power, technology, customers, capital, partners and workforce needed to determine whether an AI infrastructure opportunity can become a sustainable economic asset.
- Opportunity
- Validate
- Structure
- Build
- Operate
- Scale
- Impact
This is the SSC Pain Point to Profit Center™ model applied to AI infrastructure.
01The Opportunity
Start With the Opportunity — Not the Size of the Data Center.
An AI infrastructure project should answer a real problem, need, or economic opportunity. The starting point shapes everything that follows.
Nine common starting points for an AI infrastructure opportunity.
Education
A school or campus wants students prepared for the AI economy.
Compute Demand
Local users need computing power that is close, secure, and reliable.
Economic Development
A region wants new investment, jobs, and lasting tax base.
Research
Researchers need capacity they cannot get today.
Property
A site or building could support a productive new use.
Energy
Available power capacity could anchor a project.
Workforce
Employers need trained talent and clear career pathways.
Enterprise Need
A company needs dedicated capacity for its own operations.
Community Development
A community wants an asset that returns value locally.
Who We Serve & Where to StartAudiences, uses, and a guided starting-point finder.
Start Here
AI Infrastructure Made Simple
AI infrastructure is the power, cooling, security, and equipment needed to run artificial intelligence.
Power
Internet
Secure Technology
AI Computing
AI Infrastructure
Power plus Internet plus Secure Technology plus AI Computing equals AI Infrastructure.
- Schools and HBCUs can teach new skills.
- Businesses can use better technology.
- Hospitals and clinics get faster tools.
- Communities gain jobs and new investment.
Who It's For
Who Can Participate?
We shape each project around what your organization needs.
K-12 School Systems
AI education, STEM and workforce pathways.
Universities & HBCUs
Research, education, workforce alignment and innovation.
Cities & Counties
Economic development, workforce alignment and infrastructure opportunities.
Workforce Organizations
Training, certifications and career pathways.
Economic Development Organizations
Business attraction, workforce strategy and infrastructure development.
Industry & Community Partners
Technology, expertise, investment, careers and partnerships.
Capability
What the Infrastructure Does for a Campus
Education
Give students and educators access to practical AI learning environments.
Workforce
Connect education, credentials, projects, internships, apprenticeships, and employers.
Research
Give faculty and students infrastructure for AI, cybersecurity, data analytics, engineering, agriculture, and interdisciplinary research.
Industry
Create environments where businesses can collaborate with universities, sponsor research, develop talent, and test approved AI applications.
Community
Extend AI capability to schools, workforce organizations, governments, nonprofits, entrepreneurs, and community partners.
Economic Opportunity
Explore sustainable revenue opportunities through research, workforce contracts, enterprise partnerships, approved compute utilization, intellectual property, commercialization, and other qualified uses.
Potential uses are illustrative. No revenue, financial return, or specific outcome is promised or guaranteed.
Choose Your Path
Where Would You Like to Start?
We start with what you are trying to accomplish. Then we look at the education, workforce, technology, funding, and infrastructure options that support that goal.
Education & Workforce
Schools • HBCUs • Universities • STEM Organizations
Prepare students, educators, and communities for opportunities created by AI, technology, and emerging industries.
Explore EducationCommunity Opportunity
Cities • Counties • Economic Development Organizations
Explore how technology infrastructure can support jobs, workforce alignment, economic opportunity, and long-term community value.
Explore Community OpportunityInfrastructure Asset
Property Owners • Businesses • Developers • Partners
Explore property, power, connectivity, customers, financing, and scalable AI infrastructure opportunities.
Explore InfrastructureThree entry points. One Strategic Solutions Center ecosystem.
How Do I Know Which One I Need?
Start With the Opportunity — Not the Size of the Data Center.
Who are you?
What are you trying to accomplish?
Where are you today?
Answer the three questions above to see your next step.
02The Ecosystem
One Asset. One Ecosystem.
Infrastructure becomes valuable when the pieces around it work together.
Infrastructure Asset
Site
Power
Compute
Customer / Tenant
Capital
Technology
Partners
Workforce
Community
One Project. Multiple Partners. One Coordinated Strategy.
SSC's Role & Partner NetworkHow SSC integrates partners, and what partners deliver.
Strategic Project Integrator
SSC Brings the Pieces Together
An AI infrastructure project requires more than technology. It requires the right site, power, capital, partners, customers, workforce, and project structure.
SSC serves as the strategic project integrator that helps bring these pieces together.
SSCStrategic Integrator
Property
Power
Capital
Technology
Compute / Customers
Engineering & Deployment
Education & Workforce
Community & Government
Economic Development
One Project. Multiple Partners. One Coordinated Strategy.
SSC’s Role vs. Partner-Delivered Services
SSC
Identifies opportunities, qualifies sites, helps structure the project, and coordinates qualified partners — serving as the strategic project integrator.
Qualified Partners
Engineering, construction, financing, utility services, compute operations, technology, and education are delivered by qualified partners — not directly by SSC unless specifically provided.
SSC does not perform engineering, construction, financing, utility services, or compute operations directly unless those services are specifically provided by SSC.
Roles
One Ecosystem. Different Roles.
Each partner does what they do best. No one replaces anyone else.
STEM2 Hub
Education + STEM + Workforce Ecosystem
SSC
Strategy + Project Development + Infrastructure
Industry Partners
Technology + Careers + Compute + Investment
Community
Education + Jobs + Innovation + Economic Opportunity
Education partners lead education and workforce programming. SSC helps organize, develop and implement the infrastructure and project strategy supporting the ecosystem. Industry partners provide technology, expertise, career opportunities, customers, partnerships and investment where appropriate.
Partner Ecosystem
One coordinated network behind every deployment.
SSC sits at the center of the stakeholder map, translating between civic priorities, engineering realities, and capital requirements.
- Government
- Education
- Healthcare
- Utilities
- Enterprise
- Technology Partners
- Engineering Firms
- Financial Partners
- Community Organizations
Education and Workforce Alignment
STEM2 Hub
STEM2 Hub supports the education and workforce-development component of the ecosystem, helping connect students, educators, schools, communities, and career pathways to the opportunities created by technology and infrastructure growth.
Learn About the Education EcosystemAbout SSC
We turn AI infrastructure ideas into real projects.
SSC finds AI infrastructure opportunities, tests whether they work, and moves the good ones forward with the right partners.
01
Identify
Find opportunities where demand, power, and policy line up.
02
Evaluate
Test the site, the numbers, and the community return before anyone commits.
03
Advance
Bring partners together and scale the project as demand is proven.
Why SSC
Fast to build. Locally controlled. Built to last.
We help plan the project and help build it. Every project should also give something back to the community.
Sovereign Compute
Support jurisdictional governance, physical security, and secure AI operations.
Community Impact
Create long-term economic development, workforce opportunities, and digital resilience.
Strategic Partnerships
Bring together public, private, education, and enterprise stakeholders to accelerate AI infrastructure projects.
03Validation
Validate Before You Build.
Before significant resources are committed, SSC helps answer the questions that determine whether an opportunity is ready to move forward.
Gate 0 — Validate Before You Build
- 01What problem are we solving?
- 02Who will use it?
- 03Who will pay for it?
- 04Where will it go?
- 05Is sufficient power available?
- 06Who needs the compute?
- 07How will it be funded?
- 08What are the economics?
- 09Are the necessary partners prepared to move forward?
Build because the opportunity has been validated—not simply because the technology exists.
The Development ProcessDiscover, qualify, design, structure, deploy — step by step.
How It Works
How an Opportunity Moves Forward
Not every opportunity reaches deployment. Each step has to earn the next one.
- Step 1
Explore
What are you trying to accomplish?
- Step 2
Discover
What education, workforce, property, power and community resources already exist?
- Step 3
Validate
Is there real demand, leadership support, site feasibility, funding potential and a viable business model?
- Step 4
Design
What is the right-sized starting solution?
- Step 5
Structure
Who are the required education, government, industry, infrastructure and capital partners?
- Step 6
Deploy
Build the approved solution.
- Step 7
Grow
Expand only when demand and economics support expansion.
Validation Gate
Before major resources are committed, SSC helps determine whether the opportunity, location, demand, partners, funding and community objectives align.
Start small. Prove the model. Scale with demand.
How Do I Get Started?
You Don’t Need All the Answers Before You Call Us.
SSC helps determine what you have, what you need, what is feasible, and what should happen next.
- 1
Discover
Tell us what your institution wants to accomplish.
- 2
Qualify
Review the potential site, power, infrastructure, users, partners, funding, and compute demand.
- 3
Design
Determine whether a Desktop Edge Node, Micro Edge, Enterprise Edge, or a phased network approach makes sense.
- 4
Structure
Develop the implementation, partnership, funding, workforce, community-benefit, and economic framework.
- 5
Deploy & Scale
Begin with the right-sized infrastructure and expand as verified demand develops.
Gate 0 — Validate Before You Build
Before significant resources are committed, SSC helps answer the questions that determine whether an opportunity is ready to move forward.
- What problem are we solving?
- Who will use it?
- Who will pay for it?
- Where will it go?
- Is sufficient power available?
- How will it be funded?
- Who needs the compute?
- What are the economics?
- What benefits should the institution and community receive?
- Are the necessary partners prepared to move forward?
Build because the opportunity has been validated—not simply because the technology exists.
Why Organizations Choose SSC
A simpler way to build.
The old way focuses on the building. Our way focuses on the results the community and the budget need.
Traditional Development
- Long construction timelines
- Centralized facilities
- Limited flexibility
- Standalone infrastructure
- Technology-focused only
The SSC Approach
- A plan that can start smaller and grow
- Scalable AI edge infrastructure
- Flexible expansion
- Strategic advisory plus implementation
- Workforce and economic development integration
- Sovereign Compute framework
04Infrastructure
You Don’t Have to Start at 100 MW.
Start with what makes sense. Prove the value. Grow with verified demand.
How Do We Start?
You Don’t Have to Start Big.
Schools, universities and communities can begin with a right-sized solution and grow as education, workforce and infrastructure needs develop.
Stage 1
Desktop Edge Node
A small starting point supporting AI education, workforce exposure, experimentation and local compute.
Stage 2
Micro Edge
Expanded institutional and community AI capability.
Stage 3
Enterprise Edge
Larger infrastructure supporting institutional and commercial demand.
Stage 4
Regional Network
Connected locations creating a larger education, workforce, technology and economic ecosystem.
Desktop Edge NodeMicro EdgeEnterprise EdgeRegional Network
A Desktop Edge Node provides a smaller starting point for organizations that want to begin building AI education, workforce and compute capability without starting with a large infrastructure project. It is one possible pathway — not a requirement. Growth to later stages depends on demand, funding, power, partners and project feasibility.
Learn More About Each StageTechnical DetailsDeployment stages, capabilities, sovereign compute, and specifications.
Infrastructure
Infrastructure That Can Grow With the Mission
Infrastructure grows only when the opportunity supports it. Not every project becomes a large data center, and that is by design.
Institutional need and real, validated demand.
Available power, property, connectivity and site feasibility.
Customers, funding and a viable business model.
Leadership support and community objectives.
Growth is opportunity-based and demand-driven. Each stage is evaluated on its own merits at the time it is considered. The technical details below support the story — they are there when you need them.
Start. Grow. Scale.
You Don’t Have to Start With a Massive Data Center.
Start at the size that makes sense. Grow when the opportunity is ready.
Start
Begin with the right-sized solution
A Desktop Edge Node, pilot, educational deployment, or research environment. Small enough to begin now.
Grow
Add capacity as demand grows
Add modular capacity as education, workforce, research, customers, or community needs grow.
Scale
Expand when the project is ready
Expand into larger campus or regional infrastructure when demand, customers, power, and financing support it.
StartGrowScale
Not every project will progress through every stage. Project size depends on site qualification and market demand. Each stage is evaluated based on available power, customers, capital, and demand at the time.
Technical Details
In industry terms, Start typically means a Desktop Edge Node deployment such as a Desktop Edge Node. Grow typically means a micro or modular deployment. Scale covers multi-megawatt, campus, and regional infrastructure, measured in megawatts (MW) of IT load.
Each stage is delivered as prefabricated capacity blocks with the power, cooling, and network capacity sized to that stage. Adding a stage does not require replacing what is already installed.
Find Your Starting Size
Which One Is Right for You?
Click through the three options to see what fits your situation. Not sure? That is exactly what an Opportunity Review helps you decide.
Desktop Edge Node
A small, self-contained unit you can plug in and use right away. Perfect for learning, teaching, and proving the model.
Where it works
K–12 AI lab • HBCU intro course • Community college pilot • Library makerspace
This is a good fit if you…
- You want to introduce AI in a classroom or lab
- You have a room or closet — no special power or cooling
- Your budget is modest and you want to start this year
- You need a pilot or proof-of-concept before committing more
- Your goal is education, training, or research
When to go bigger: You may be ready to grow when students or researchers need more compute than one node can provide.
Technical Details
Desktop Edge Node deployment. Typically under 50 kW of IT load. Ships as a single plug-and-play unit.
Request an Opportunity ReviewStill deciding? An Opportunity Review helps you choose the right size for your site.
Plain Language
How Projects Grow in Stages
Projects are built in sections. Each section is added when it is needed, so a project grows without starting over.
Built all at once
One large build. It takes longer, costs more up front, and is often bigger than you need.
Built in sections
Add one section at a time. Pay for what you use, open sooner, and grow with demand.
Deployment Options
Modular AI Infrastructure that grows with demand.
AI infrastructure that can start smaller and grow as demand grows. Begin with the size you need today and add more in clear steps, with no redesign and no wasted investment.
1 MW
Block 1A starting size for pilot projects and city or county workloads.
- Counties
- School Districts
- Public Safety
- HBCUs
2.5 MW
Block 2Regional compute anchor with room for phased growth.
- Cities
- Hospitals
- Colleges & Universities
- Utilities
5 MW
Block 3Production AI capacity for enterprise and research clusters.
- Enterprise
- Research
- Healthcare Systems
- State Agencies
10 MW
Block 4Campus-grade deployment supporting dense training workloads.
- Manufacturing
- Government
- Defense & Aerospace
- Enterprise AI
How a site grows
Drag the timeline to see how one starting unit grows into a full AI campus, one stage at a time.
1 MW
Phase 1
Phase 2
Phase 3
Phase 4
Platform Capabilities
Every part is planned as one system.
Power, cooling, internet, and security are planned together, not added later.
AI-Optimized Infrastructure
Purpose-built for accelerated training and inference workloads.
Enterprise Networking
Low-latency fabric with redundant carrier and fiber paths.
High-Density Compute
Rack densities engineered for modern GPU deployments.
Room to Grow
Add capacity later without redesigning the core facility.
Power Infrastructure
Resilient distribution, backup, and utility coordination.
Cooling Systems
Liquid-ready thermal design tuned to density and climate.
Cybersecurity
Layered controls aligned to enterprise and public-sector standards.
Physical Security
Hardened perimeters, access control, and surveillance.
Remote Monitoring
24/7 telemetry across power, thermal, and network systems.
Environmental Monitoring
Continuous visibility into efficiency and site conditions.
Scalable Architecture
A reference design that grows from pilot to campus.
Sovereign Compute
Three kinds of local control. One trusted base.
Sovereign means local people stay in control. Together these three make AI systems a community can run, check, and trust.
Jurisdictional Sovereignty
Data and decisions stay inside the community's own legal boundaries.
Physical Sovereignty
Locally controlled buildings with strong security and controlled access.
Compute Sovereignty
Dedicated AI capacity you can see and manage, without waiting in line elsewhere.
05Economics
From Infrastructure Asset to Profit Center.
A validated asset with real users and sustainable economics can become a productive asset — and, over time, a profit center.
The Infrastructure Is the Asset. The Ecosystem Creates the Value.
Validated Demand
Infrastructure Asset
Customers / Users
Sustainable Economics
Productive Asset
Profit Center
Potential Qualified Value Streams
- Compute utilization
- Enterprise partnerships
- Research
- Managed services
- Commercialization
- Workforce contracts
- Institutional partnerships
- Other project-specific revenue opportunities
Revenue opportunities vary by project. No financial return, revenue level or economic outcome is guaranteed. Nothing on this site is an offer to sell or a solicitation to buy any security.
Economic Models & Planning ToolsIllustrative scenarios, calculators, and value structures.
From Cost Center to Productive Asset
From a Cost Center to a Community Asset
Technology has traditionally been treated as an institutional expense.
Our model explores how properly structured AI infrastructure can support education while also creating opportunities for research, workforce alignment, enterprise partnerships, economic development, and sustainable revenue.
Education+Infrastructure+Workforce+Research+Industry+Community=Institutional Value
Institutional Value+Verified Demand+Sustainable Economics=Pathway to Scale
Illustrative framework only. No revenue or financial return is promised or guaranteed.
Economic Development
Education + Infrastructure Can Create Economic Opportunity
When education, workforce alignment, technology and infrastructure work together, communities can create stronger pathways to jobs, innovation, investment and long-term economic participation.
Jobs
Local pathways into technology and infrastructure careers.
Innovation
Research, experimentation and new local capability.
Investment
Reasons for partners and employers to invest locally.
Participation
Long-term community participation in the AI economy.
Outcomes vary by project, location and market conditions. Nothing here is a guarantee of jobs, revenue or economic results.
Community Profit Center
Turn Infrastructure Into a Community Profit Center
Start with available land, buildings, or power. Build in stages. Serve qualified customers. Create long-term value for the community.
Most communities receive taxes and temporary jobs when a large infrastructure project is built.
Our approach can go further.
We help schools, universities, counties, cities, and community partners explore ways to participate in the infrastructure asset itself.
This may create a new source of recurring revenue that can support education, workforce alignment, scholarships, public services, and other community priorities.
Own More Than the Location. Participate in the Value.
How It Works
Step 1
Available Community Asset
The community may have land, an empty building, available power, or another site that could support a project.
Step 2
Infrastructure That Grows
The project can begin with a smaller 2 MW or 4 MW deployment and expand as demand grows.
Step 3
Qualified Customer
A business, healthcare organization, government agency, university, or AI company pays to use the infrastructure or computing capacity.
Step 4
Project Costs Are Paid
Revenue first covers power, operations, financing, maintenance, insurance, and required reserves.
Step 5
Community Value Is Created
A defined portion of the remaining revenue may support schools, workforce programs, scholarships, public services, and future development.
Community Asset
AI Infrastructure
Customer Contract
Project Revenue
Community Benefit
The goal is not simply to host infrastructure. The goal is to turn infrastructure into an asset that continues producing value.
Start Small and Grow
2 MW Starter Site
A smaller starting site for schools, universities, hospitals, businesses, or community locations.
Best for
- Early-stage opportunities
- Smaller properties
- Local AI services
- Education and workforce programs
- Faster deployment
4 MW Expansion Site
A larger site that can support more customers, processors, and community programs.
Best for
- Regional partnerships
- Healthcare systems
- Government services
- Research
- Enterprise AI use
10 MW Regional Hub
A larger infrastructure asset that may support several customers and become part of a wider regional AI ecosystem.
Best for
- Counties and cities
- Universities
- Regional economic development
- Large enterprise customers
- Long-term expansion
Start small. Prove the model. Grow when the customers and power are ready.
Where Does the Money Come From?
Infrastructure Lease
Customers may pay each month to use the powered infrastructure.
Computing Services
Customers may pay to use AI processors, data storage, or computing capacity.
Long-Term Contracts
Qualified tenants may reserve capacity through multi-year agreements.
Property and Facility Revenue
Landowners, schools, counties, or project entities may receive agreed lease or participation payments.
Additional Community Revenue
Projects may also create tax revenue, workforce funding, vendor opportunities, and community-benefit payments.
Power does not create revenue by itself. Revenue is created when available power, infrastructure, and customer contracts work together.
What Is a Community Profit Center?
A community profit center is an income-producing asset that helps generate recurring value for local priorities.
It may help support
- Schools and classrooms
- Teacher training
- STEM and AI education
- Scholarships
- Workforce certifications
- Local business development
- Water and utility improvements
- Housing and neighborhood programs
- Public safety and emergency services
- Future community-owned projects
Instead of receiving only a one-time benefit, the community may receive continuing value from the asset.
Revenue With Responsibility
A project should not make money while leaving the community to carry the cost.
Before a project moves forward, the community should understand how it may affect:
- Power
- Water
- Land
- Roads
- Noise
- The environment
- Public services
- Schools
- Housing
- Local jobs
- Community trust
A Poorly Planned Project
- May create grid stress
- May increase public costs
- May use local resources without enough benefit
- May provide limited local control
A Community-Centered Project
- Measures local impact
- Protects public resources
- Creates clear community benefits
- Uses transparent agreements
- Provides local oversight
- Supports long-term community value
True profit means the project earns revenue without pushing hidden costs onto families, schools, or public systems.
Connecting Infrastructure to Education
Building AI infrastructure is only one part of the opportunity.
Communities also need students, educators, workers, and local leaders who understand the new technology economy.
STEM2 Hub supports the education and workforce-development side of the ecosystem by helping connect education, career awareness, educator development, workforce preparation, and community learning to the larger infrastructure opportunity.
Infrastructure creates the platform. Education helps the community participate in the opportunity.
Strategic Solutions Center
Infrastructure Strategy and Project Development
Strategic Solutions Center helps communities evaluate opportunities, organize qualified partners, structure projects, and move AI infrastructure initiatives toward implementation.
STEM2 Hub
Education and Workforce Alignment
STEM2 Hub supports the education and workforce-development component by helping connect educators, students, schools, community partners, and career pathways to the growing technology economy.
Community Opportunity
AI awareness, educator support, workforce preparation, student pathways, community learning, and stronger connections between education and industry.
Community Value Scenario Tool
Explore a Community Value Scenario
See how project size, customer payments, costs, and community participation may work together.
This tool provides a simple planning example. It does not promise financial results.
Illustrative Scenario — Not a Guarantee
Business model: Community participation model — a share of what remains after project costs on a hosted site. This is calculated differently from the single-site ownership model in the ROI Calculator and from the Sustainability Partners package.
Financial outcomes depend on project size, power availability, utilization, compute contracts, financing, operating costs, market conditions, and other project-specific factors.
Project SizeMW means megawatts. It tells us how much electrical capacity may be available for the infrastructure.
MW means megawatts. It tells us how much electrical capacity may be available for the infrastructure.
$40/kW
Estimated customer payment per kilowatt each month. Illustrative planning assumption.
80%
This is the portion of the available infrastructure that customers agree to pay for.
65%
This may include power, operations, financing, insurance, maintenance, and reserves.
20%
This is an example of the portion of remaining project revenue that may be directed toward community priorities.
Available Infrastructure
2 MW
2,000 kW of potential capacity
Illustrative Example
Estimated Gross Contract Revenue
$768,000
Customer payments each year, before project expenses
Illustrative Example
Estimated Distributable Revenue
$268,800
What may remain after 65% project costs
Illustrative Example
Illustrative Community Value
$53,760
20% of what remains, each year
Illustrative Example
Illustrative 30-Year Community Value
$1,612,800
This does not include inflation, annual rate increases, changes in operating costs, equipment replacement, refinancing, taxes, contract changes, or periods without a paying customer.
How the money moves
- Gross Customer Revenue$768,000
- minusPower, Operations, Financing, Maintenance, Insurance, and Reserves- $499,200
- equalsDistributable Project Revenue$268,800
- timesCommunity Participation Percentage× 20%
- equalsIllustrative Community Value$53,760
Gross revenue is not the same as profit. Project costs and obligations must be paid before money is distributed.
How the community value could be used
Move the sliders to see how the yearly amount could be shared. Percentages should add up to 100%.
30% · $16,128
May include educator development, student learning, AI literacy, workforce programs, scholarships, certifications, internships, and other approved education priorities.
25% · $13,440
20% · $10,752
25% · $13,440
Total: 100%
Education and Workforce Ecosystem
A portion of approved community value may help support educator development, student programs, AI literacy, workforce preparation, certifications, internships, scholarships, and other locally approved education priorities.
Education and workforce-development support may be coordinated with STEM2 Hub and other qualified education partners based on the needs of each community.
Final use of community funds would be decided through written agreements, local governance, and approved community priorities.
Illustrative community value may support education and workforce priorities, including AI literacy, educator development, student programs, scholarships, certifications, and career pathways.
The use of project funds would be determined through written agreements, approved governance, and local community priorities.
Assumptions used in this example
- Project size: 2 MW of available infrastructure.
- Monthly infrastructure payment: $40 per kW.
- Contracted capacity: 80% of what is available.
- Project costs: 65% of gross revenue.
- Community participation: 20% of what remains after costs.
- Assumes signed compute contracts, delivered power, and an agreed community structure. Excludes financing, taxes, incentives, and construction timing.
These assumptions belong to this example only. Do not compare these figures with numbers from a different business model elsewhere on this page — each model is calculated differently.
These figures are planning estimates only. Actual project economics require site qualification, engineering, power review, customer agreements, financing, and final underwriting. These figures are simple planning illustrations only. They are not financial promises, investment projections, lease offers, or guarantees of revenue. Actual results depend on land, available power, customer demand, equipment, financing, construction costs, operating costs, legal structure, utility agreements, project ownership, and final contracts. Every project must complete technical, financial, legal, environmental, utility, and community review before moving forward.
Could Your Property Become a Community Asset?
You do not have to begin with a massive data center.
A school, university, county, city, healthcare system, business, nonprofit, or property partner may be able to begin with a smaller project and grow in stages.
See the Community Review ProcessWe help communities move from simply hosting infrastructure to participating in the value it creates.
Start small. Build responsibly. Grow with demand. Create value that stays in the community.
How the Money Idea Works, in Plain Words
Before the detailed numbers, here is the whole concept. Revenue is presented as a potential outcome of a properly structured and validated project.
Build Value
Create a right-sized, validated project.
Serve Demand
Support education, institutions and customers.
Generate Revenue
Revenue is a potential outcome, not a promise.
Reinvest in Community
Value can return to education and local priorities.
Package Offering
The Sustainability Partners Package
A simple way to pair the everyday needs a community already has with an AI compute deployment that can help pay for them.
Illustrative Scenario — Not a Guarantee
Business model: Bundled municipal program model (SPV) — community infrastructure paired with one AI compute deployment. These figures use different assumptions than the ROI Calculator or the Community Value Scenario Tool and should not be compared side by side.
Financial outcomes depend on project size, power availability, utilization, compute contracts, financing, operating costs, market conditions, and other project-specific factors.
The simple formula
$700M
Of community needs a city or county already has
$50M
AI compute deployment, built one time
~$150M / year
A yearly revenue stream that may support the SPV
Important: the $50M is what it costs to build the AI compute deployment. It is not the yearly cash flow. The yearly number is separate, and it repeats each year the system is running and contracted.
Water
Power
Housing
Compute
Water, Power, Housing, and Compute Bundle
$700M
The community projects a city or county already needs.
AI Compute Deployment
$50M
A one-time build cost for the starting AI compute system.
Total Starting Program
$750M
The two pieces added together.
Revenue the Deployment May Generate
$150M / year
Money coming in each year, not a one-time amount.
3.0×
Yearly revenue compared to the $50M build cost
21.4%
Yearly revenue compared to the $700M infrastructure bundle
Where the yearly revenue could go
Not all of the $150M has to go toward paying down debt. Under the planning split we use today, it may be shared about evenly.
$75M / year
Community and customer side
Merchant activity, cashback and incentives, and money that circulates back through the local economy.
$75M / year
Debt service support
Payments that help support the SPV and the financing behind the program.
Assumptions used in this example
- $700M represents community infrastructure needs (water, power, housing) a city or county already plans to fund.
- $50M is a one-time build cost for the starting AI compute deployment, not annual cash flow.
- ~$150M per year assumes the deployment is fully built, energized, and contracted at planning-level rates.
- The $75M / $75M split is a planning split between community circulation and debt service support, not a contracted allocation.
- Excludes financing terms, taxes, incentives, utility agreements, construction timing, and final SPV structure.
These assumptions belong to this example only. Do not compare these figures with numbers from a different business model elsewhere on this page — each model is calculated differently.
Illustrative scenario — not a guarantee. These figures are planning assumptions used to explain how the package could work. They are not financial promises, investment projections, or guarantees of revenue. Actual results depend on land, available power, customer demand, equipment, financing, construction and operating costs, legal structure, utility agreements, ownership, and final contracts. Every project must complete technical, financial, legal, environmental, utility, and community review before moving forward.
Outcomes Estimator
Estimate the Outcomes of Start, Grow, or Scale
Pick a size, set a few simple choices, and see what community, workforce, and economic outcomes could look like.
Illustrative Scenario — Not a Guarantee
Business model: Outcome planning model — illustrative community, workforce, and economic estimates for a chosen deployment size. Calculated differently from the ROI Calculator and the Community Value Scenario Tool.
Financial outcomes depend on project size, power availability, utilization, compute contracts, financing, operating costs, market conditions, and other project-specific factors.
One small system in a classroom, lab, or office. Low cost, quick to set up.
1
How many locations of this size you are considering.
25%
The share of remaining project revenue that may go to community priorities.
10 yrs
How many years you want to look ahead.
Community
$11,250
Illustrative community value each year
25% of what may remain after project costs
$112,500
Over 10 years
Before inflation, rate changes, or contract changes
Workforce
250
Learners reached each year
Students and community members touched by programs
40
Training seats each year
Certificates, internships, and skills programs
1
Ongoing local roles supported
Operations, maintenance, and program staff
400
Training seats over 10 years
Simple planning total, not a commitment
Economic
$73,000
Local economic activity each year
Community value plus local spending from supported roles
$730,000
Over 10 years
Illustrative planning estimate only
Assumptions used in this example
- Size selected: Start (Desktop Edge Node), 1 site.
- Illustrative value remaining after project costs: $45,000 per site each year.
- Community share: 25% of what remains after costs.
- Time horizon: 10 years, with no inflation or rate changes applied.
- Workforce and economic figures are simple planning ratios, not measured results or hiring commitments.
- Assumes site qualification, available power, signed customer agreements, and an approved community structure.
These assumptions belong to this example only. Do not compare these figures with numbers from a different business model elsewhere on this page — each model is calculated differently.
These figures are planning illustrations only. They are not financial promises, investment projections, job guarantees, or offers. Actual outcomes depend on land, available power, customer demand, equipment, financing, construction and operating costs, legal structure, utility agreements, project ownership, and final contracts. Every project must complete technical, financial, legal, environmental, utility, and community review before moving forward.
ROI Calculator
See what a project could earn — before you build.
Move the sliders to change the size and cost of a project. The numbers update right away, so you can see what it costs, when it pays for itself, and how many jobs it could bring. You can download the results to share.
Illustrative Scenario — Not a Guarantee
Business model: Single-site AI infrastructure ownership model — one project, built and operated on its own capacity, revenue, and costs.
Financial outcomes depend on project size, power availability, utilization, compute contracts, financing, operating costs, market conditions, and other project-specific factors.
Your project details
Project Size
How big the site is. Example: 2 MW.
MW
How much computing power the site holds. 1 MW is about the power used by 400 homes.
Estimated Capital Cost
What it costs to build. This is specific to your project.
$M
What it costs to build one unit of the site, start to finish.
Estimated Compute Utilization
How much of the site customers actually use. This is specific to your project.
%
The share of the site that customers are actually using.
Estimated Revenue
Money coming in. Calculated from the assumptions you choose.
$/kW
What customers pay each month for a small slice of the site.
%
How much prices go up each year, like rent going up.
Estimated Operating Cost
Money going back out to run the site. Calculated or entered as an assumption.
%
Money that goes back out for power, staff, repairs and insurance.
Scenario Settings
How far ahead to look, and your local hiring goal.
yrs
How many years this estimate covers.
%
The share of jobs you want to give to people who live nearby.
Assumptions used in this scenario — review before the results
- Project size: 5 MW of deployed capacity.
- Estimated capital cost: $8.5M per MW, all-in.
- Estimated compute utilization: 82% of capacity contracted and in use.
- Estimated revenue basis: $165 per kW each month, rising 2.5% per year.
- Estimated operating cost: 32% of revenue (power, staffing, maintenance, insurance).
- Time horizon: 10 years. Local hiring target: 60%.
- Excludes land, financing structure, taxes, incentives, interconnection timing, and contract terms.
These assumptions belong to this example only. Do not compare these figures with numbers from a different business model elsewhere on this page — each model is calculated differently.
What the numbers say
Project economics only. Community benefit is shown separately below.
- Estimated Capital CostThe one-time money spent to build the project before it earns anything.
- $42.5M
- Estimated Revenue (Year 1)Calculated from project size, utilization, and the monthly payment per kilowatt.
- $8.1M
- Estimated Operating Cost (Year 1)Calculated as your operating cost percentage applied to revenue.
- $2.6M
- Estimated Net Project Value (10 yrs)Total money kept over the whole period, minus the cost to build. A scenario, not a projection.
- $19.3M
- Payback PeriodThe point where money earned equals the money spent to build.
- 7.1 yrs
- Return Over 10 YrsNet project value divided by capital cost. It does not include financing or taxes.
- 46%
One-time cost to build the site.
Money customers pay in the first year.
Money spent to run it in the first year.
What may be left after 10 years, once the build cost is paid back.
How long until the build cost is earned back.
Total gain compared to the build cost.
Money in vs. money spent, year by year
Making money Still paying it off
1
2
3
4
5
6
7
8
9
10
Grey bars below the line mean the project is still paying back what it cost to build. Gold bars above the line mean it has earned back more than it cost.
Community Benefit
Shown separately from project revenue. These are community outcomes, not money paid to the project owner.
- New jobs createdAn estimate of construction, operations, and supporting jobs tied to a site this size.
- 120
- Jobs for local peopleJobs filled by people living near the site, based on your local hiring target.
- 72
- Money added to local taxesAn illustrative contribution to the local tax base over the period shown.
- $2.2M
These figures are planning estimates only. Actual project economics require site qualification, engineering, power review, customer agreements, financing, and final underwriting.
06Impact
Economic Value That Stays in the Community.
When the asset performs, the community gains education, workforce pathways, research capacity, entrepreneurship, jobs, and lasting opportunity.
Build the Workforce. Build the Infrastructure. Build the Community.
- Education
- Workforce
- Research
- Entrepreneurship
- Jobs
- Economic Development
- Community Opportunity
Profit Center
Economic Value
Education + Workforce + Entrepreneurship
Measurable Community Impact
Sustainable Legacy
STEM2 Hub — Education & Workforce Ecosystem Partner
STEM2 Hub supports education, STEM learning, career exposure, and workforce alignment connected to AI infrastructure projects.
STEM2 Hub is an education and workforce ecosystem partner. STEM2 Hub does not own, finance, operate, guarantee or develop SSC AI infrastructure.
Education, Workforce & MeasurementSTEM2 Hub pathways, community impact, and how outcomes are measured.
Education is the front door. Infrastructure is the engine. Community opportunity is the outcome.
Education
Education Is the Starting Point
AI infrastructure should do more than house technology. It should create opportunities for students, educators, workers, institutions, and communities.
Students
AI exposure, STEM learning, career pathways and hands-on experiences.
Educators
Professional development, classroom resources and emerging technology exposure.
Universities & HBCUs
Research, workforce alignment, innovation and partnership opportunities.
Communities
Local workforce pipelines, economic development and long-term community value.
The Journey
From the Classroom to the AI Economy
Education creates the talent. Workforce alignment prepares the talent. Infrastructure creates a place for that talent and technology to grow.
- Step 1
K–12 Education
Early exposure and STEM learning.
- Step 2
Higher Education
Degrees, research and innovation.
- Step 3
Workforce Training
Skills, certifications and practice.
- Step 4
Industry
Careers, employers and technology partners.
- Step 5
Economic Development
Investment, jobs and long-term community value.
Education & Workforce Ecosystem
Infrastructure That Builds People, Too.
AI infrastructure can create more than computing capacity. It can become a platform for education, workforce alignment, career exposure, certifications, internships, and community opportunity.
Through education and workforce partnerships such as STEM2 Hub, communities can connect infrastructure investment with pathways for students, teachers, workers, and families.
STEM Education
Connect students to AI, technology, engineering, and emerging careers.
Workforce Alignment
Build pathways to technical and nontechnical jobs connected to the digital economy.
Career Exposure
Help students understand the careers being created around AI infrastructure.
Community Impact
Connect economic development with education and local opportunity.
STEM2 Hub is an education and workforce ecosystem partner. STEM2 Hub does not own, finance, operate, guarantee, or develop the AI infrastructure described on this site.
Education AI Infrastructure Pathway
Choose a Starting Point for Your Campus
Your institution does not have to start with a massive data center to participate in the AI economy.
SSC helps educational institutions identify the right-sized starting point based on their goals, site, power, students, research needs, workforce opportunities, community needs, funding strategy, and potential compute demand.
Start
Start: Desktop Edge Node
Best for
Schools, STEM centers, individual university departments, workforce centers, innovation labs, smaller colleges, agricultural extension locations, and pilot programs.
Purpose
Create an affordable and practical entry point into AI infrastructure.
Potential uses
- AI learning
- Student projects
- Workforce training
- AI certifications
- Faculty pilots
- Cybersecurity labs
- Local AI applications
- Research projects
- STEM programs
- Enterprise demonstrations
Start with a focused use case. Measure the results. Build demand before expanding.
Explore a Desktop Edge NodeGrow
Grow: Micro Edge Site
Best for
HBCUs, universities, community colleges, research campuses, workforce ecosystems, municipalities, and larger educational partnerships.
Purpose
Move from an individual AI program to a shared institutional AI asset.
Potential applications
- AI education
- Research computing
- Secure AI environments
- Workforce alignment
- Cybersecurity
- Digital twins
- Enterprise AI pilots
- Community AI services
- Managed compute
- Sponsored research
Grow when demand, partnerships, power, funding, and utilization justify expansion.
Explore a Micro SiteScale
Scale: Enterprise Edge Site
Best for
University systems, major universities, research institutions, regional partnerships, public-private partnerships, and multi-campus ecosystems.
Purpose
Create a larger AI infrastructure platform capable of supporting institutional and regional demand.
Potential applications
- Large-scale research
- Enterprise AI
- Regional workforce alignment
- Secure compute services
- Government partnerships
- Industry partnerships
- Commercialization
- Multi-campus AI services
- Regional economic development
- Community infrastructure
Scale infrastructure as verified demand and economic opportunity grow.
Explore an Enterprise SiteStartDesktop Edge Node
GrowMicro
ScaleEnterprise
NetworkConnect
You don’t have to build everything at once. Build what you need. Prove the value. Scale with demand.
The Education AI Infrastructure Network
One Campus Can Become the Hub for an Entire Community.
A university can become more than a user of AI. It can become a trusted regional hub connecting education, research, workforce development, industry, government, and community partners.
Smaller Desktop Edge Node sites can connect into larger Micro Edge or Enterprise Edge environments as the ecosystem develops.
University / HBCU AI Edge Node
K–12 School
STEM Center
Community College
Workforce Center
Agricultural Extension Site
Innovation Lab
Local Government
Community Partner
The Education Model
Learn. Train. Work. Grow.
Infrastructure creates the platform. Education helps the community participate in the opportunity.
01
Learn
Help students, educators, and communities understand AI and emerging technology.
02
Train
Create education, certification, workforce, research, and hands-on learning opportunities.
03
Work
Connect learning to internships, careers, employers, entrepreneurship, and emerging industries.
04
Grow
Strengthen the local workforce, institution, technology ecosystem, and economy.
LearnTrainWorkGrow
We start with one question: what are you trying to accomplish for your students, institution, workforce, and community? Infrastructure is a tool that may support that goal. STEM2 Hub and other education partners support education and workforce pathways. They do not own, develop, finance, guarantee, or operate SSC infrastructure projects.
Community Impact
Technology that builds local wealth.
These are sample targets. Real project numbers and stories will be added here as sites open.
0M+
Economic Development
Projected regional investment activity
0+
Job Creation
Construction, operations, and adjacent roles
0 MW
Digital Infrastructure
Planned capacity pipeline
0
Education
Institutional workforce partnerships
Healthcare
Local compute for imaging, diagnostics, and clinical AI workloads.
Innovation
Research capacity that keeps discovery and IP in-region.
AI Readiness
Training pathways and infrastructure literacy for the local workforce.
Public-Private Partnerships
Blended capital structures aligning civic and investor returns.
Coming Soon
Case Studies
Deployment stories coming soon.
Available
ROI Calculator
Model capacity, payback, and community outcomes — now live.
Measure What Matters
How We Measure Success
Success should be measured by more than the number of people trained or the amount of technology installed.
Measure what happens because the infrastructure exists.
Student competencies
Credentials earned
Student retention
Graduation
Internships and apprenticeships
Employment
Wage progression
Businesses created
Research awards
Enterprise partnerships
Intellectual property
Institutional efficiencies
Community outcomes
Infrastructure utilization
Sustainable revenue
Don’t just measure activity. Measure outcomes.
Your Starting Point
You Don’t Have to Start at 100 MW.
Start With What Makes Sense.
Desktop Edge Node. Micro Edge. Enterprise Edge.
· Start. Prove. Grow. Scale.
Whether you are a school, HBCU, community college, university, workforce organization, or community partner, SSC can help determine the appropriate starting point.
You do not have to know how many servers you need. You do not have to know how many megawatts you need. You do not have to have the entire project figured out.
Start with the opportunity. We will help you evaluate the pathway.
Frequently Asked Questions
We help governments, schools, utilities, developers, and investors evaluate, structure, and advance AI infrastructure projects. We turn complex data center and compute decisions into clear, actionable plans.
AI Infrastructure Asset Partners is the parent organization behind Strategic Solutions Center. It brings together capital, engineering, and community-focused partners to build responsible AI infrastructure.
We do not just build facilities. We identify the right opportunity, evaluate risks and returns, and advance projects with capital, partners, and local stakeholders aligned from day one.
Yes. Projects can start smaller, sometimes below one megawatt, and grow as demand grows. This lowers upfront risk and lets communities benefit early.
Sovereign compute means keeping data, AI models, and critical computing power within a defined jurisdiction or organization. It supports security, local control, and long-term economic resilience.
Projects can create local jobs, generate tax revenue, support workforce training, and share value through structured community benefit agreements. Our Community Value Scenario Tool shows how these pieces can add up.
STEM2 Hub is our strategic partner for education and workforce alignment. It helps connect AI infrastructure projects with training programs, schools, and career pathways so local talent benefits directly.
Timelines vary by site, permitting, and power availability. A smaller pilot can move quickly, while larger facilities may take years. Our process is designed to find the fastest responsible path for each project.
Request an Opportunity Review or request a site assessment through the contact section. We will review your location, goals, and constraints and recommend a clear next step.
Still have questions? Request an Opportunity Review and we will walk through your specific situation.
Get Started
Let's Build the Next Generation of AI Infrastructure Together.
Tell us about your jurisdiction, campus, or portfolio and we will map the fastest responsible path to operating capacity.