AI data centers require enormous amounts of reliable electricity. Securing that power increasingly means looking beyond a single utility connection or energy source.
Solar Harmonics helps data center developers, energy providers and communities evaluate integrated energy strategies designed around power availability, cost, reliability, renewable energy and long-term community benefit.
From solar and battery storage to power procurement and local energy partnerships, we help bring the pieces together around one question:
How do you secure the power an AI data center needs without creating unnecessary cost, grid constraints or community opposition?
AI may operate in the cloud, but the infrastructure behind it depends on something very physical: electricity.
And the amount required is growing rapidly.
In early 2026, California data centers represented approximately 1,000 megawatts of peak electricity demand. The California Energy Commission projects that demand could grow to approximately 4,500 megawatts by 2040, representing about 9% of California ISO peak electricity demand.
For developers, the challenge is no longer simply finding land, securing permits and constructing a facility.
Power availability can influence where a project is located, how quickly it can be energized, what it costs to operate and how the surrounding community responds to it.
A successful data center energy strategy may need to address several issues at once:
Treating these as separate problems can create delays, added costs and missed opportunities.
Solar Harmonics approaches them as parts of one energy system.
There is no single technology that solves the AI data center power challenge.
Solar alone isn’t the answer.
Battery storage alone isn’t the answer.
A utility connection alone may not be the answer either.
The strongest strategy can involve a combination of grid power, renewable energy, distributed solar, battery storage, power purchase agreements, energy procurement and local energy resources, structured around the specific needs of the project and the community where it will operate.
Solar Harmonics helps evaluate how these pieces can work together:
Power Supply
Evaluate available utility, municipal and other electricity supply options around the project’s current and future load requirements.
Solar & Distributed Energy
Identify opportunities for onsite and offsite solar generation, including ways local commercial properties and distributed energy resources may participate.
Battery Energy Storage
Assess where battery storage may support renewable generation, manage demand, improve resiliency or create additional flexibility.
Power Procurement
Explore utility supply, power purchase agreements and other procurement strategies that can support long-term electricity requirements.
Grid Strategy
Consider interconnection, local infrastructure and potential alternatives that may reduce dependence on a single traditional path to power.
Community Energy Partnerships
Look for ways data center energy investment can create measurable benefits for local businesses, property owners, utilities and communities.
That is the foundation of the Solar Harmonics Framework for AI Data Center Energy.
Traditional data center energy planning often focuses on one central question:
Where will the electricity come from?
The Solar Harmonics Framework expands that question.
We look at how the data center, power provider, renewable energy resources and surrounding community can work together as part of a more complete energy strategy.
The goal is to help create a path to power that supports the facility while also addressing the concerns that can influence project approval, operating costs and long-term community acceptance.
Every strategy begins with the project's actual needs, including expected load, expansion plans, reliability requirements, sustainability objectives and target energization timeline.
We examine the role of the serving utility, municipal power provider or community choice aggregator and identify the opportunities and constraints surrounding the project.
Solar generation and battery storage can become part of a broader portfolio rather than being treated as stand-alone technologies. Depending on the project, this can include onsite generation, offsite projects, distributed commercial solar and battery energy storage.
Nearby businesses, warehouses, industrial properties and other large energy users may represent additional opportunities for distributed solar and storage. Instead of concentrating every energy investment inside the data center property line, the framework looks for ways the surrounding community can participate.
A well-designed energy strategy can potentially support several objectives at once: Increase renewable energy generation Create opportunities for local businesses and property owners Support broader grid and energy goals Demonstrate tangible community benefits Strengthen relationships with cities and local stakeholders Support the data center's sustainability commitments
The data center doesn't have to be viewed only as a massive new electricity load. It can also become a catalyst for new energy investment in the region where it operates.
California presents some of the country’s greatest opportunities for AI infrastructure, but it also presents a uniquely complex energy environment.
Projects may have to navigate utilities, municipal power providers, community choice aggregators, transmission constraints, local permitting requirements, renewable energy goals and intense public scrutiny over electricity costs and grid impacts.
That means a strategy developed for a data center in another state may not translate directly to California.
Solar Harmonics approaches each project in the context of the local energy market.
Understanding the serving utility, available capacity and the role utility infrastructure may play in energizing the project.
Evaluating opportunities in communities where electricity is provided through a city or locally controlled power provider.
Considering how CCAs may fit into renewable energy procurement and local energy objectives.
Identifying opportunities for solar and storage on commercial, industrial and other suitable properties within the surrounding market.
Understanding what city leaders, economic development teams and local stakeholders expect from major new infrastructure projects.
Addressing questions about electricity demand, grid investment, sustainability and whether the project creates meaningful local benefits.
Major AI infrastructure projects sit at the intersection of several groups with very different priorities.
Developers need power.
Utilities need to manage load growth and infrastructure.
Cities want economic development without exposing residents to unnecessary costs or risk.
Communities want to understand what they gain from hosting major new infrastructure.
Property owners and local businesses may be looking for ways to reduce their own energy costs and participate in the transition to cleaner power.
A successful strategy has to recognize all of them.
Solar Harmonics helps developers explore energy options that can support:
The framework can help identify opportunities to coordinate large new electricity demand with additional renewable generation, storage and distributed energy resources.
We help translate a complex energy challenge into practical questions:
Large commercial rooftops, industrial facilities and other properties may have a role to play in the broader energy ecosystem through solar generation and battery storage.
That creates the possibility of turning a major new electricity consumer into a driver of additional local energy investment.
The strongest data center energy plans don’t treat developers, power providers and communities as opposing interests.
They look for areas where those interests can align.
Solar Harmonics helps identify those opportunities and build an energy strategy around them.
AI data center energy planning requires more than a single technology, vendor or transaction.
Solar Harmonics brings together solar, battery storage, distributed energy, power strategy and community considerations to help developers evaluate the broader energy environment surrounding a project.
Our approach is built around one idea:
The best energy strategy should work for the data center, the power provider and the community where the project operates.
That perspective helps Solar Harmonics identify opportunities that can be missed when energy planning is divided into separate silos.
Solar Harmonics has deep experience in the California solar and energy market, with an understanding of the utilities, local governments, commercial property owners and energy stakeholders that can influence project development.
We understand how solar generation and battery storage can fit into a larger power strategy rather than treating them as stand-alone solutions.
Our approach looks beyond the data center property itself to identify potential distributed energy opportunities across nearby commercial and industrial properties.
We consider how energy investment can create visible local benefits and help address concerns surrounding large new electricity loads.
Data center energy projects often involve developers, utilities, municipalities, property owners and community leaders. Solar Harmonics helps identify where those interests can align.
The Solar Harmonics Framework provides a structured way to evaluate the relationship between data center power demand, renewable generation, storage and community participation.
We are not trying to replace the utility, engineer, EPC, energy supplier or data center development team.
Every data center project has a different energy profile.
Some are facing limited grid capacity.
Others are evaluating renewable energy procurement, solar development, battery storage or community commitments.
Some may need a combination of all of them.
Solar Harmonics works with project stakeholders to identify the energy opportunities that make sense for the location, load requirements and development strategy.
Evaluate the project’s current and future electricity requirements alongside available energy resources, development constraints and sustainability objectives.
Identify opportunities for onsite, offsite and distributed commercial solar that may support the project’s renewable energy strategy.
Evaluate battery energy storage opportunities that may support demand management, renewable generation, resiliency and broader grid flexibility.
Identify nearby commercial and industrial properties that may be suitable for additional solar and storage development.
Explore how utility supply, municipal power, renewable procurement and power purchase agreements may fit into the project’s long-term energy plan.
Help project stakeholders understand the local energy environment and identify opportunities for coordination with utilities, municipal power providers and other energy organizations.
Develop strategies that create opportunities for local businesses, property owners and communities to participate in new energy investment.
Help frame the energy story around the project for local governments, community leaders and other stakeholders who may be evaluating its impact.
Energy decisions made during site selection and early development can influence the project for years.
Bringing power, renewable energy, storage and community considerations into the conversation earlier can create more options and reduce the risk of discovering major constraints later in the development process.
For an AI data center, electricity is not simply another operating expense.
It can influence site selection, development timelines, infrastructure requirements, long-term costs, sustainability commitments and community acceptance.
That makes energy strategy one of the most important conversations to begin early.
Solar Harmonics helps developers and project stakeholders evaluate how power supply, solar, battery storage, renewable energy procurement and community energy opportunities can work together around a California data center project.
Whether you’re evaluating a potential site, planning a new development or looking for additional energy options around an existing project, the first step is understanding what opportunities exist.
We can begin with a focused conversation about:
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