AI Data Centers in Oklahoma: Facilities Tracked (2026)

Google anchors the entire tracked footprint of ai data centers in oklahoma, operating one of the oldest hyperscale hubs in the central United States alongside a newly contested development outside Tulsa. Ban the Bots' data center map tracks two major facilities in the state as of 2026. These sites represent 300 megawatts (MW) of confirmed operational capacity in Mayes County, alongside an unrated campus under development in Creek County that forms part of Google's broader $9 billion state infrastructure investment.

Google's Expansion of AI Data Centers in Oklahoma

Oklahoma entered the hyperscale computing market nearly two decades ago when state officials recruited Google to build in Mayes County. That initial footprint has grown into a major regional compute hub serving cloud workloads and modern artificial intelligence (AI) models. Low electricity prices and substantial public subsidies helped establish the state as a reliable destination for large digital campuses.

The state's data center environment shifted from quiet rural industrial parks to active suburban political debate with the introduction of Project Spring in 2025. That proposal placed Google's expansion inside Creek County near Sand Springs, just eight miles west of downtown Tulsa. As infrastructure requirements for high-density computing clusters escalated nationwide, local residents began questioning the local burdens created by massive server farms.

For a detailed analysis of how digital infrastructure affects host neighborhoods across the country, see our overview of data center impacts.

Facility Breakdown: Pryor and Project Spring

Google maintains two distinct generations of digital infrastructure across eastern Oklahoma, dividing its presence between long-standing operations and planned construction.

• Google Mayes County Data Center (Pryor, Mayes County; operating): Google announced this flagship campus in 2007, making it one of the earliest hyperscale installations in the region. The facility operates at 300 MW of power capacity. Oklahoma incentivized Google with major tax breaks to secure the development. Cooling systems at the Mayes County site draw industrial volumes from Pryor Lake through the Grand River Dam Authority (GRDA), pulling surface water directly from the Grand Lake o' the Cherokees watershed.
• Google "Project Spring" (Sand Springs, Creek County; planned): DataCenterDynamics reported that Google unveiled this Tulsa-area development in August 2025. Located at 5615 OK-97, the 827-acre property sits roughly eight miles west of Tulsa. Current engineering documents outline three primary data buildings. The developed footprint will cover under 10% of the overall parcel, while project plans retain between 30% and 40% of the acreage as green space. Construction is scheduled to begin in 2027, targeting operational delivery by 2029. Megawatt capacity for Project Spring is not specified in this site's tracking data.

Specific coordinates, boundary footprints, and updates for both locations remain available on the interactive data center map. The two facilities sit roughly 45 miles apart on opposite sides of the Tulsa metro area, Pryor to the northeast and Sand Springs to the west, illustrating how a single company can hold both a two-decade-old rural campus and a newly contested suburban one inside the same state.

Why Sand Springs Pushed Back Against Project Spring

Sand Springs municipal leaders approved Google's Project Spring by a 6-1 vote in February 2026, triggering an immediate backlash from local residents. The conflict centered around the procedural methods used to incorporate the 827-acre rural parcel into the municipal boundaries. Residents organized public demonstrations, packing municipal council meetings to express alarm over the project's scale and timeline.

Community opposition escalated into organized recall efforts targeting local elected officials who supported the measure. Neighbors objected to what residents called a secretive annexation process used to absorb the site into city limits without extensive public consultation. Critics argued that the accelerated zoning timeline restricted open debate on infrastructure, utility strain, and local traffic patterns. Ban the Bots does not report outcomes for ongoing political recalls, as tracking records currently confirm only that recall filings took place.

The resistance in Creek County reflects a widening pattern of civic pushback against rapid industrial tech zoning across rural America. Citizens seeking actionable frameworks for challenging municipal approvals can consult our reference guide on how to organize against data centers. Broader cultural and environmental friction surrounding advanced computing expansions is tracked in our AI backlash index.

Water Demands, Grid Capacity, and State Tax Subsidies

Substantial water allocations remain a central concern for communities hosting hyperscale facilities across the American interior. The Pryor campus relies on an industrial intake system managed by the GRDA. By pulling surface supplies from the Grand Lake o' the Cherokees watershed, the facility avoids depleting potable municipal aquifers, yet it draws significant volume from public reservoirs.

Water sourcing for Project Spring in Sand Springs is not specified in public municipal filings or this site's tracking data. Because modern high-density processors generate intense heat, cooling designs can demand millions of gallons daily depending on whether operators deploy closed-loop mechanical chillers or open evaporative towers. The lack of public water consumption disclosures fed skepticism among Sand Springs property owners during initial zoning hearings, since a nearly identical open-water question has already been raised at the older Pryor site's Grand River Dam Authority intake.

State tax incentives played a decisive role in attracting Google's capital to Oklahoma over the past two decades: this site's tracking data confirms Oklahoma offered Google major tax breaks to secure the original Mayes County campus, though the specific statutory terms are not published in this site's records. While state leaders champion these arrangements as proof of regional technological leadership, municipal residents frequently question whether automated server halls return enough local public revenue to justify their utility footprint.

FAQ: AI Data Centers in Oklahoma

How many AI data centers does Google operate in Oklahoma?

Google operates one active hyperscale campus in Mayes County at Pryor, with a confirmed capacity of 300 MW. The company is also planning a second development, Project Spring, located near Sand Springs in Creek County.

What is Google's Project Spring near Tulsa?

Project Spring is a planned Google data center development located on an 827-acre parcel at 5615 OK-97 in Sand Springs, approximately eight miles west of Tulsa. The plan includes three primary buildings covering under 10% of the property footprint, with construction slated for 2027 and completion targeted for 2029.

Did Sand Springs residents oppose the new Google data center?

Yes. The Sand Springs city council approved the development by a 6-1 vote in February 2026 despite fierce community opposition and organized recall efforts targeting elected officials. Residents objected to what they described as a secretive annexation process used to incorporate the site into city limits.

How much water does Google's Mayes County data center use?

Specific daily water volume totals are not specified in this site's tracking records. However, Google's Pryor facility draws its cooling supplies from Pryor Lake via the Grand River Dam Authority, utilizing water originating from the Grand Lake o' the Cherokees watershed.

How to Track AI Data Centers in Oklahoma

Oklahoma illustrates the tension between long-standing state tax recruitment and grassroots resistance to heavy computational zoning. To inspect spatial coordinates, power metrics, and regional environmental records for facilities nationwide, monitor our interactive data center map. For residents facing local zoning votes in their own communities, review our guide on organizing against data center developments to understand municipal annexation, public records requests, and regulatory appeals.