
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
Powering a California data center can involve more than one electricity organization.
In communities served by a Community Choice Aggregator, or CCA, the local investor-owned utility generally continues to operate the transmission and distribution system, deliver electricity, meter consumption, and issue the bill. The CCA generally procures the electricity used by enrolled customers.
That creates two connected but distinct workstreams:
Physical Power Delivery
Can the grid deliver the required megawatts to the site, with the required reliability and on the required schedule?
Commercial Power Procurement
Who will procure the electricity, what resources will support it, and how will cost, renewable energy,y and carbon goals be managed?
A data center needs both.
This guide explains how developers, utilities, CCAs, cities, and other stakeholders can coordinate:
California communities may receive electricity through investor-owned utilities, municipal utilities, public power agencies, CCAs, or other authorized arrangements.
Investor-owned utilities such as PG&E, Southern California Edison, and San Diego Gas & Electric own and operate major portions of the transmission and distribution systems within their territories.
For customers participating in a CCA, the utility generally remains responsible for:
California law allows qualifying cities, counties, and joint powers authorities to establish CCAs. A CCA purchases or generates electricity for enrolled residents and businesses within its service area.
CCAs are subject to applicable requirements involving:
Customers are generally automatically enrolled when CCA service begins, subject to notice and the right to opt out under applicable rules.
Some California communities are served by municipal utilities or other public power entities that may control both electricity procurement and local delivery infrastructure.
The project team should identify the exact serving structure for every proposed site rather than assume all California markets work the same way.
In investor-owned utility territory, a CCA does not replace the utility’s role in determining whether a large data center can be physically served.
The grid pathway may involve:
The developer should provide:
This information allows the utility to evaluate the project against existing infrastructure and other committed demand.
Depending on the project and service configuration, the utility may need to perform engineering, system-impact, or facilities studies.
The results may identify:
The utility schedule may be affected by studies, design, permitting, easements, construction,n and long-lead electrical equipment.
A property can have strong land and fiber characteristics but fail the project schedule if capacity cannot be delivered on time.
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.
Where a data center is eligible for CCA service, the CCA may become responsible for procuring energy for the facility while the utility continues physical delivery.
A new data center can be much larger than the customers a CCA typically adds through ordinary growth. Early information helps the CCA evaluate:
Many CCAs offer standard electricity products with different renewable or carbon-free content. A large data center should confirm:
The project should not assume that a product designed for ordinary commercial accounts automatically fits a hyperscale load.
Depending on legal authority, policy and market conditions, a CCA may evaluate long-term renewable procurement or other structures associated with a major customer.
Any arrangement should clearly define:
Physical grid delivery remains a separate requirement.
In a CCA structure, the customer may see CCA generation charges and utility delivery charges on the same bill.
The total cost may include:
The PCIA is intended to prevent remaining utility customers from bearing costs associated with resources procured before customers departed bundled utility service.
Depending on the applicable calculation, PCIA may appear as a charge or credit for departed-load customers. Its methodology and value can change.
Average energy prices alone do not show the full cost of a data center.
A useful analysis should include:
Rates, regulatory rules, and market costs evolve. Long-term financial models should include scenarios rather than assume today’s price structure remains fixed for the life of the campus.
Data center energy claims can refer to different accounting approaches.
Questions should include:
Renewable portfolios may include solar, wind, geothermal, small hydro, or other qualifying resources. Carbon-free portfolios may also include nonrenewable resources with low direct carbon emissions.
Marketing, contracts,s and public commitments should use precise definitions.
A PPA or renewable electricity product may support energy goals while the data center remains physically served by the local grid.
The project still needs:
Commercial procurement and physical delivery should be coordinated without confusing their functions.
Serving a data center is not simply a matter of buying enough megawatt-hours over a year.
California load-serving entities have resource adequacy and planning responsibilities intended to support system reliability.
A major new load can affect:
The CCA and utility may need different information, but both benefit from a credible load roadmap.
Developers should distinguish among:
Speculative or duplicative requests can complicate planning. Forecast updates should be shared as project assumptions become more certain, subject to applicable confidentiality rules.
Long-term procurement may create obligations even if a data center arrives late, ramps slowly, or is canceled.
Contracts, deposits, and cost-recovery structures may need to address:
The objective is to support development without transferring unreasonable risk to other customers.
A data center may evaluate:
Onsite solar can contribute renewable generation, but roof space may be constrained by cooling and mechanical equipment. A large AI facility will generally consume much more electricity than can be generated on the campus.
Battery storage may support:
Power capacity in MW and energy capacity in MWh should both be considered. Storage shifts energy; it does not create it.
Warehouses, industrial sites, municipal facilities, and parking areas may create additional solar and storage opportunities beyond the data center fence.
The CCA, utility, city, property owners, and developer may have different roles in:
Not every resource directly powers the data center or relieves a local grid constraint. Its value should be established through technical and commercial analysis.
Solar Harmonics connects these workstreams:
Load Definition → Grid Path → Procurement → Solar + Storage → Community Energy → Expansion
No single organization controls the entire strategy. The value comes from clear roles, shared assumptions, and coordinated timing.
Potential flexibility may include:
Not every workload is flexible. Customer service commitments, latency, cybersecurity, data governance, and reliability can limit participation.
A credible proposal should state:
Utilities and CCAs may need to coordinate because flexibility can affect both grid operations and energy procurement.
Where authorized and technically appropriate, large-load tariffs or contracts may reward customers that reduce demand during constrained periods.
Any arrangement should define performance, measurement, compensation, reliability, and consequences for nonperformance.
A data center can bring new revenue and investment while also creating grid, procurement, and planning obligations.
Utilities, CCAs, and cities should evaluate:
Potential projects may include:
Metrics may include installed MW, battery MW and MWh, facilities completed, participating properties, and verified local investment.
An initial review should document:
The strongest strategy aligns:
Physical Grid Capacity + Commercial Procurement + Renewable Energy + Cost + Reliability + Community Value
Treating these as separate conversations can create schedule gaps, inconsistent assumptions,s and avoidable risk.
A CCA is a program established by qualifying local governments to procure electricity for participating residents and businesses within investor-owned utility territory.
No. For participating customers, the investor-owned utility generally continues transmission, distribution, metering, billing, collection,n and grid service. The CCA generally procures electricity.
The utility responsible for the local grid evaluates physical service and required infrastructure. A CCA cannot create substation or feeder capacity through procurement alone.
The serving utility and applicable CCA should both be engaged early. They answer different questions and may have different planning timelines.
Generally, the physical delivery schedule is controlled by utility infrastructure, studies, and construction. A CCA may coordinate procurement but does not replace the grid-service process.
CCA customers generally have opt-out rights under applicable rules, but timing, charges, and service implications should be confirmed for the specific project.
Some workloads may be flexible, but performance must be defined by MW, notice, duration, frequency,y and operational limits.
No. Solar Harmonics provides strategic coordination and energy planning. Utilities, CCAs, regulators, engineers, and other professionals retain their respective responsibilities.
The Power Charge Indifference Adjustment is designed to prevent remaining utility customers from bearing legacy procurement costs associated with departed load. Its calculation and application can change.
No. The complete bill may include CCA generation, utility delivery, demand, transmission, distribution, PCIA, and other charges.
Some CCAs offer renewable products, but availability, eligibility, resource content, accounting, ng and price vary. Project-specific terms should be confirmed.
No. It may address energy or environmental goals, but the data center still requires adequate physical capacity.
They may contribute generation, load shifting, or flexibility. Their grid value depends on location, interconnection, timing, and operation.
Resource adequacy requirements are intended to ensure load-serving entities procure sufficient capacity to meet demand and support reliability under applicable rules.
Utilities plan infrastructure and CCAs procure resources based partly on expected demand. Inaccurate forecasts can create capacity, cost, and procurement risk.

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