
San Jose Data Centers: AI Growth, Electricity Demand, and the Grid
Key Points San Jose has spent decades at the center of the digital economy. Now the capital of Silicon Valley is confronting the physical infrastructure
Pittsburg, California, is entering a new era of technology infrastructure.
The development of the AVAIO Perseus Data Center within the Pittsburg Technology Park could establish the city as an important new data center location in the eastern San Francisco Bay Area.
But the project’s significance extends well beyond servers and buildings.
It is also an energy story.
Large AI and cloud data centers require enormous amounts of reliable electricity. That makes power availability, transmission capacity, utility infrastructure and long-term energy strategy increasingly important factors in whether a data center project can succeed.
Pittsburg has several characteristics that make it particularly interesting for data center development, including its industrial history, proximity to major Bay Area technology markets and access to substantial electrical infrastructure.
For Pittsburg, the opportunity is bigger than simply hosting another large industrial project.
The question is whether data center growth can also become a catalyst for new energy infrastructure, local solar generation, battery storage and meaningful community energy investment.
For modern data centers, available land is only part of site selection.
Increasingly, the critical question is:
Where can the project get enough power?
AVAIO Digital is developing its Perseus campus at 2232 Golf Club Road within the Pittsburg Technology Park. The overall site encompasses approximately 76 acres, with the initial data center phase occupying roughly 22 acres. The City of Pittsburg approved the Specific Plan in November 2024, and Phase I has subsequently received additional approvals.
AVAIO currently identifies 99 MW of total grid power for the Pittsburg campus and says it has finalized an interconnection agreement for power delivered through Pittsburg Power Company. AVAIO also points to an adjacent transmission corridor containing seven 230 kV lines that could provide opportunities for significantly greater future capacity.
That combination helps explain why Pittsburg could become increasingly relevant to Northern California’s data center industry.
As electricity becomes one of the biggest constraints on AI infrastructure development, communities with available power could become increasingly valuable.
But access to electricity creates another responsibility.
The larger the new electrical load, the more important it becomes to understand what that load means for the surrounding energy system and community.
The project putting Pittsburg on the data center map is AVAIO Digital’s Perseus campus.
Located on a portion of the former Delta View Golf Course, the project is planned as part of the larger Pittsburg Technology Park.
AVAIO describes Perseus as a 99 MW data center campus designed for AI, cloud and other high-density computing deployments. The company is marketing the development as turnkey, build-to-suit and powered-shell capacity for customers seeking Northern California infrastructure.
The California Energy Commission has also reviewed the project’s backup generating system. The approved backup system includes up to 92 MW of emergency generation, intended to operate when electricity from Pittsburg Power Company is unavailable rather than as the facility’s normal power source.
The project’s energy relationship is especially notable because Pittsburg is not simply the host city.
Pittsburg Power Company is expected to play a direct role in supplying electricity to the campus.
That creates an unusual opportunity to think about the data center’s energy strategy at a community level.
Instead of asking only:
How do we provide 99 MW to a new data center?
Pittsburg can also ask:
How can this major new electricity customer help expand the community’s overall energy resources?
That could mean exploring opportunities such as distributed commercial solar, municipal solar, battery storage, local generation, and other energy investments throughout Pittsburg.
The goal would not be to claim that community solar can replace the continuous power requirements of a large AI data center.
The opportunity is to determine how additional local energy generation and storage can become one layer of a much larger data center energy strategy.
The AVAIO Perseus Data Center illustrates just how large modern data center electricity requirements have become.
AVAIO currently markets the Pittsburg campus with 99 MW of total grid power, while the City describes Phase 1 as a 60 MW critical IT load served by a 100 MVA substation. Future phases have not yet been formally defined or approved.
To put that scale in perspective, a data center is no longer comparable to a typical commercial building or industrial facility.
It is major energy infrastructure.
That means planning for a project like Perseus requires more than simply securing an electrical connection.
The broader energy strategy can include:
Pittsburg has an important advantage because the AVAIO campus will be served by Pittsburg Power Company rather than PG&E, which serves most local residential customers. The City states that the data center will pay for the electricity it consumes and for infrastructure upgrades required to serve the project.
That separation helps address one important concern.
But it also creates a larger strategic opportunity.
If Pittsburg is going to host one of Northern California’s largest new electricity users, could some of the investment associated with that growth also help expand local energy resources?
That is where solar, battery storage, and community energy partnerships could become part of the conversation.
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.
One of the most unusual aspects of the Perseus project is its relationship with Pittsburg Power Company.
Rather than relying directly on PG&E for electricity service, the data center is expected to receive power through the City’s municipal utility.
AVAIO says its interconnection agreement for the initial power capacity has been finalized and that electricity will be delivered through Pittsburg Power Company. The City also confirms that PPC will provide electrical service to the project.
This creates a different relationship between the data center, the utility,y and the host city.
In many communities, a city approves a data center while a separate investor-owned utility is responsible for delivering its electricity.
Pittsburg has the potential to participate much more directly in the energy relationship.
That could allow the City, Pittsburg Power Company, and the data center developer to think more broadly about questions such as:
How should long-term power be procured?
What additional infrastructure will be needed as the campus grows?
Could battery storage provide greater energy flexibility?
Could additional solar generation be developed within Pittsburg?
Could local businesses, municipal properties, or other suitable sites participate in future distributed-energy programs?
The City’s current project information also indicates that additional agreements related to power sales and infrastructure have been under negotiation between Pittsburg and AVAIO.
That makes Pittsburg particularly interesting from an energy-strategy perspective.
The opportunity is not simply to sell electricity to a data center.
It is to determine whether a major new electricity customer can become part of a broader local energy strategy.
Data center development is no longer only a discussion between developers, utilities and city planners.
Communities are becoming active participants.
That is already happening in Pittsburg.
In July 2026, the City’s virtual data center community workshop attracted more than 200 participants and generated over 300 questions. On August 6, 2026, the City announced that it would form an Advisory Committee on Data Center Development to gather input from residents and other stakeholders regarding potential future projects.
The significance goes beyond the AVAIO project itself.
Pittsburg is beginning to ask a larger question:
What should future data center development look like in the city?
Economic development and new infrastructure can create substantial benefits.
But communities may also want to understand how projects affect electricity infrastructure, the environment, water, land use, and quality of life.
That creates an opportunity for a different approach.
Instead of viewing community concerns as something to address after a data center is proposed, developers can incorporate community benefit into the energy strategy from the beginning.
For example, a future community energy strategy could evaluate opportunities for:
These resources would not replace the continuous electricity required by a large AI data center.
They could create additional local generation and storage while demonstrating that energy investment associated with data center growth can extend beyond the data center property itself.
That changes the conversation.
Instead of:
“How much energy will this data center consume?”
The community can also ask:
“How much new energy infrastructure could this development help create?”
That is the type of question the Solar Harmonics Framework is designed to explore.
The Solar Harmonics Framework is designed around a simple idea:
A data center should not be evaluated only by how much electricity it requires. It should also be evaluated by what energy resources its development could help create.
In Pittsburg, that could mean looking beyond the data center campus and identifying opportunities for solar generation, battery storage, and other distributed energy resources throughout the city.
The framework starts with the data center’s expected energy requirements and then evaluates the broader energy ecosystem surrounding the project.
That can include:
The objective is not to force every project into the same model.
Every data center, utility, and community is different.
Instead, the Solar Harmonics Framework creates a process for identifying where local solar and battery investments may provide strategic value alongside the larger power plan.
In Pittsburg, the relationship between the City, Pittsburg Power Company, and the AVAIO project makes that conversation particularly compelling.
The community hosting the new energy demand could also become a participant in the energy solution.
For a data center developer, community energy investment is not simply a public-relations exercise.
It can become part of a broader development strategy.
Large data centers increasingly face questions about electricity demand, grid capacity, environmental impact,t and what the surrounding community receives in return for hosting major new infrastructure.
A well-designed local energy strategy can help address those concerns before they become larger obstacles.
In Pittsburg, that could mean exploring how solar, battery storage, and distributed energy projects might complement the data center’s primary electricity supply while creating visible investment throughout the community.
Potential strategic benefits can include:
For developers planning additional capacity, those benefits may become increasingly important.
The energy question is no longer only:
“Can we secure enough electricity?”
It is also:
“Can we build an energy strategy that strengthens the project’s relationship with the community hosting it?”
That is where the Solar Harmonics Framework can add value.
Pittsburg’s data center opportunity does not need to stop at the boundary of the Perseus campus.
The city contains a wide range of commercial, industrial, municipal, and community properties that could potentially support additional solar generation and battery storage.
Those distributed energy resources would not replace the continuous power requirements of a large AI data center.
But they could become part of a broader energy strategy designed to create more generation and storage within the same community hosting the new electrical load.
Potential opportunities could include:
The value of these projects goes beyond renewable energy.
Distributed solar and batteries can help create local generation closer to where electricity is consumed, provide additional energy flexibility, and support long-term resilience planning.
For a city like Pittsburg, that creates an important strategic question:
Could data center energy investment help accelerate local solar and battery deployment throughout the community?
If structured correctly, that approach could give Pittsburg a way to connect major technology infrastructure with visible local energy investment.
Every data center project begins with different constraints.
Available utility capacity, transmission infrastructure, property characteristics, energy costs, development timelines, and community priorities can all influence the final strategy.
That is why Solar Harmonics does not begin with a predetermined solar proposal.
We begin by evaluating the broader energy environment surrounding the project.
For a Pittsburg data center, that can include:
From there, Solar Harmonics can help identify where local generation and storage may fit within the larger energy plan.
The goal is practical:
Help data center developers, utilities, and local governments identify energy strategies that support reliable infrastructure while creating greater value within the surrounding community.
Pittsburg has an unusual opportunity to become more than another California data center market.
It could become an example of how AI infrastructure, local government, and community energy investment can work together.
Imagine a different approach to data center development in Pittsburg.
The data center secures the reliable large-scale electricity required to operate its campus.
At the same time, a separate community energy program identifies suitable properties throughout Pittsburg where solar generation and battery storage could be installed.
Those projects could potentially include commercial buildings, industrial facilities, municipal properties and other qualified sites.
The data center or another participating entity could then support those projects through a structure designed around the needs of the community, property owners and energy partners.
The result could create several potential advantages:
The exact structure could take many forms.
It might involve direct investment, prepaid energy agreements, leases, partnerships, power purchase structures, or other financing models.
The appropriate approach would depend on tax treatment, ownership, utility rules, project economics, and the needs of the participating parties.
The important idea is broader:
A portion of the capital associated with a major data center development could potentially be used to create distributed energy assets throughout the community that hosts it.
That creates a different relationship between the data center and Pittsburg.
Instead of the community seeing only a new large electricity consumer, residents and local leaders could also see new solar projects, battery systems, and energy infrastructure appearing throughout the city.
That is the potential of a Pittsburg Community Energy Partnership.
It turns data center energy planning into an opportunity to create shared energy infrastructure.
Yes. The most prominent current project is the AVAIO Perseus Data Center, located within the Pittsburg Technology Park. The project is being developed as a large-scale data center campus designed to support AI, cloud computing, and other high-density digital infrastructure.
The AVAIO Perseus Data Center is a planned data center campus in Pittsburg, California. AVAIO has identified approximately 99 MW of total grid power for the campus, making it a significant new electricity user in the region.
The project is part of the larger Pittsburg Technology Park development and could help establish Pittsburg as an important Northern California data center market.
AVAIO currently markets the Perseus campus with approximately 99 MW of total grid power.
The City of Pittsburg has also described the first phase as having a critical IT load of approximately 60 MW served by a 100 MVA substation.
Actual electricity consumption will depend on how the facility is built, occupied, and operated over time.
The AVAIO Perseus campus is expected to receive electricity through Pittsburg Power Company.
That is an important distinction because Pittsburg Power Company is the City's municipal utility, while PG&E serves most residential customers in the surrounding community.
This structure gives Pittsburg a more direct role in the energy relationship than many cities hosting large data center developments.
A community energy strategy could potentially support solar and battery projects on suitable local properties, including commercial buildings, industrial facilities, municipal properties, parking areas, and other qualified sites.
Potential benefits could include additional local renewable generation, battery storage, resilience improvements, and energy investment that is visible within the community.
Any specific benefits would depend on project ownership, financing, utility rules, site conditions, and the final program structure.
Potentially.
A data center developer or another participating entity could support community solar and battery projects through direct investment, leases, energy agreements, partnership structures, or other financing models.
The appropriate structure would depend on project economics, tax treatment, utility requirements, ownership, and local regulations.
The Solar Harmonics Framework is designed to evaluate those options rather than assume one financing model will work for every project.
Pittsburg has several characteristics that may make it attractive to data center developers, including:
As power availability becomes increasingly important to data center development, Pittsburg's energy infrastructure could become a major competitive advantage.
The City has stated that the data center will pay for the electricity it consumes and for infrastructure upgrades needed to serve the project.
Because the campus will be served through Pittsburg Power Company rather than directly through the same retail structure serving most local residential customers, the relationship is different from a traditional large-load project connected directly through PG&E.
The long-term impact of future data center development would still depend on how new electricity supply, infrastructure, and utility agreements are structured.
Solar alone would generally not provide the continuous 24-hour electricity required by a large AI data center.
However, solar can still play an important role within a broader energy strategy.
Solar generation combined with battery storage may help support portions of electricity demand, provide renewable generation, increase energy flexibility, support resilience, and contribute to sustainability goals.
The larger opportunity may also be to develop distributed solar throughout the surrounding Pittsburg community.
Battery energy storage can help data center energy strategies in several ways.
Depending on the system design and utility requirements, battery storage may support peak-load management, energy shifting, renewable-energy integration, resilience, backup strategies, and broader microgrid applications.
Battery storage could also potentially be deployed at commercial, municipal, industrial, or community properties throughout Pittsburg.
The Solar Harmonics Framework is an energy planning approach that looks beyond the data center property itself.
Instead of asking only how the data center will secure power, the framework also evaluates how solar, battery storage, and distributed energy resources could be developed throughout the surrounding community.
The objective is to identify opportunities where data center energy investment may support both infrastructure needs and broader community benefits.
Large data centers can create substantial economic-development opportunities, but they also introduce very large electricity loads.
Communities may have questions about grid capacity, electricity costs, backup generation, land use, water, environmental impact, noise, infrastructure, and the local benefits created by the project.
Addressing those questions early can help create a more constructive relationship between data center developers and host communities.
Solar Harmonics helps developers, utilities, local governments, and other stakeholders evaluate how solar, battery storage, distributed energy resources, and community energy partnerships may fit within a larger data center energy strategy.
That can include evaluating local generation opportunities, potential battery storage, commercial and municipal sites, utility relationships, community priorities, and potential partnership structures.
The first step is to understand the complete energy environment surrounding the project.
That includes utility capacity, transmission infrastructure, expected data center load, future expansion, solar opportunities, battery storage, potential community sites, and local stakeholder priorities.
Schedule a Pittsburg Data Center Energy Strategy Consultation with Solar Harmonics to evaluate the opportunities surrounding your project.
Additional data center development is possible, although future projects would require their own approvals, infrastructure planning, and community review.
The City has already begun a broader public discussion about future data center development, including the creation of an advisory committee focused on the issue.
That makes long-term energy and community planning particularly important.

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