US 79 Data Center Corridor

Supernode · Round Rock, Hutto and Taylor · Williamson County

AI data centers on the transmission Oncor built for Samsung Taylor, on a corridor that already had Dell, freight rail and industrial land. Between Hutto and Taylor it now also holds Blue Origin's satellite factory and a park served by both Union Pacific and BNSF.

  • Operating or expanding
  • Under construction
  • Permitted, planned or zoned
  • Contested
  • Samsung Taylor
  • Blue Origin
  • UP and BNSF rail
Announced capacity
2,315 MW
With Milam County
4,215 MW
Campuses
12
Largest
Skybox, 600 MW
Class I railroads
UP and BNSF
Sector
AI and data centers

Overview

The Corridor Samsung's Power Built

Switch between the Williamson County core and the full run through Milam County, where Riot Rockdale and Stargate Milam add almost 2 GW.

The US 79 Data Center Corridor runs about 30 miles across eastern Williamson County from Round Rock through Hutto to Taylor, and on into Milam County toward Rockdale. It is one of the five supernodes of the Austin Supercluster, and the inheritance-based one: operators chose it because the industrial base was already built.

The chain starts at Samsung Taylor. Powering a fab of that scale brought Oncor into eastern Williamson County with transmission it would not otherwise have built there on that schedule. Data center operators needing hundreds of megawatts now plug into capacity the fab already justified, and powered land along the corridor trades at 1.6 to 2.5 times the price of ordinary industrial parcels.

Extent

2,315 MW announced

Stargate Milam, Burlington: 1,200 MW (full). Phase 1 targeted October 2026; on-site gasStargate Milam1,200 MW Project Mustang, Taylor: 1,000 MW (full, on its own gas). Annexed October 2026; first power targeted 2028Project Mustang1,000 MW Riot Rockdale, Rockdale: 700 MW (full). Bitcoin-to-AI conversion with an AMD leaseRiot Rockdale700 MW Skybox PowerCampus Hutto, Hutto: 600 MW (phase 1). Phase 1 under constructionSkybox PowerCampus Hutto600 MW KDC Project Comal, Taylor: 360 MW (full). Permitted; six buildings beside the Samsung fabKDC Project Comal360 MW Switch The Rock, Round Rock: 185 MW (initial). Expanding on former Dell landSwitch The Rock185 MW Sabey Round Rock (TACC Horizon), Round Rock: 85 MW (full). Pre-construction; NSF Horizon supercomputerSabey Round Rock (TACC Horizon)85 MW Blueprint Taylor, Taylor: 60 MW (full). Minutes from Samsung; fiber-linked to GeorgetownBlueprint Taylor60 MW Blueprint Georgetown, Georgetown: 25 MW (full). Paired with Taylor over regional fiberBlueprint Georgetown25 MW Colovore Project Raptor, Hutto: 30 acres. Liquid-cooled AI colocation; construction December 2026 to 2028Colovore Project Raptor30 acres Iron Mountain Hutto, Hutto: 500 acres, seven buildings. First buildings around 2030Iron Mountain Hutto500 acres, seven buildings AWS Round Rock, Round Rock: 149 acres. Rezoned January 2026AWS Round Rock149 acres

Operating or expanding   Under construction   Permitted, planned or zoned   Contested

All campuses as a table
Data center campuses on the corridor
CampusCityCapacityOperator and tenantsStatus
Stargate MilamBurlington1,200 MWSB Energy; OpenAIPhase 1 targeted October 2026; on-site gas
Project MustangTaylor1,000 MWBig Watt Digital, PowerHouseAnnexed October 2026; first power targeted 2028
Riot RockdaleRockdale700 MWRiot Platforms; AMDBitcoin-to-AI conversion with an AMD lease
Skybox PowerCampus HuttoHutto600 MWSkybox, PrologisPhase 1 under construction
KDC Project ComalTaylor360 MWKDC Real Estate DevelopmentPermitted; six buildings beside the Samsung fab
Switch The RockRound Rock185 MWSwitch, DigitalBridgeExpanding on former Dell land
Sabey Round Rock (TACC Horizon)Round Rock85 MWSabey, TACCPre-construction; NSF Horizon supercomputer
Blueprint TaylorTaylor60 MWBlueprintMinutes from Samsung; fiber-linked to Georgetown
Blueprint GeorgetownGeorgetown25 MWBlueprintPaired with Taylor over regional fiber
Colovore Project RaptorHutto-ColovoreLiquid-cooled AI colocation; construction December 2026 to 2028
Iron Mountain HuttoHutto-Iron MountainFirst buildings around 2030
AWS Round RockRound Rock-AmazonRezoned January 2026

Rail

Two Class I Railroads at Taylor

Taylor is served by both Union Pacific and BNSF, the two Class I railroads in the western US, and RCR Taylor Logistics Park puts that service on 755 acres with its own spur and yard for transload, manifest, unit-train and storage traffic. When it opened in January 2021, no other public industrial park in the Austin area had Class I service.

Dual service means a shipper can bid two railroads against each other and reach both networks without a short-line handoff. For a fab that consumes bulk chemicals, gases and construction materials, and for suppliers that would rather not truck through Austin, that makes Taylor a rail gateway for the north side of the metro. Union Pacific continues along US 79 to the rail-served sites at Sandow Lakes.

Beyond data centers

A Fab, a Satellite Factory and a Rail Park

Anchors on the corridor besides data centers
AnchorWhereWhatWhy it matters here
Samsung TaylorTaylor2nm logic fab; Fab 2 construction from November 2026; up to ten fabs plannedThe reason Oncor built the transmission the data centers now use
Blue Origin Constellation ParkHutto Crossing$554.8M, 1.3M sq ft, 2,000+ jobs over 10 years; TeraWave satellites, ground equipment, solar arrays and avionicsAnnounced October 8, 2026; Blue Origin's first Texas factory
RCR Taylor Logistics ParkTaylor755 acres with its own spur and yard; Union Pacific and BNSF service; transload, unit train and storageOpen since January 2021; aimed at the Samsung supplier ring
Sandow Lakes / Xebec MegasiteRockdale, Milam County33,000 acres on the former Alcoa site; solar manufacturing, AI, bitcoin mining and on-site powerRail-served; about 1.5 GW connected to ERCOT
Dell TechnologiesRound RockGlobal headquarters; Switch The Rock sits on former Dell landThe corridor's western base since the 1990s

Blue Origin chose Hutto Crossing for Constellation Park, next to Colovore and 11 miles west of Samsung, and announced it on October 8, 2026 with an $18.17M Texas Enterprise Fund grant. Hutto and Williamson County approved their incentive agreements in August, two months before the state announcement.

Hutto and Taylor

Hutto to Taylor in 11 Miles

  • Leading-edge fabSamsung Taylor, up to ten fabs
  • AI data centersSkybox, Colovore, Project Comal, Blueprint, Iron Mountain
  • Satellite manufacturingBlue Origin Constellation Park
  • Supplier park and railRCR Taylor Logistics Park; the Korean suppliers in Taylor and Hutto
  • TransmissionOncor's Samsung-justified build and the two 300 MW Skybox substations

The 11 miles of US 79 between Hutto and Taylor now hold a leading-edge fab with room for ten, the corridor's largest data centers, a satellite factory, a rail park with two Class I railroads, and the Korean suppliers that followed Samsung. Both cities have courted the projects: Hutto with its megasite and the Blue Origin agreements, Taylor with Samsung and the RCR park. Fabs, data centers and orbital manufacturing, three of the supercluster's nine domains, now sit within those 11 miles.

Growth is outrunning rules at the edges. When Taylor stalled Project Mustang's zoning, the developers threatened to build its 750 MW gas plant in the county; the city then annexed it in October on terms that require closed-loop cooling on non-potable water.

Constraints

Power, Water and Pace

Power. The corridor's advantage is transmission Oncor has already built; the campuses arriving later compete for what is left in ERCOT's large-load queue or bring their own gas, as Project Mustang and Stargate Milam do. See ERCOT Large-Load Interconnection.

Water. Samsung, T1 Energy and Stargate Milam all draw on Milam County water, through EPCOR's Sandow pipeline from the Carrizo-Wilcox aquifer. See Texas Water Supply and Stress.

Record

Dataset Record

Dataset
Texas data centers (texas_data_centers) for campuses it holds; developer-stated figures for Project Mustang and Blueprint
Capacity
Developer-stated; phase 1 for Skybox, on-site gas for Project Mustang, full buildout otherwise
Extent
Round Rock to Taylor in Williamson County; Rockdale and Burlington in Milam County shown on the full extent
Map
Locations approximate; rail lines schematic
Last verified
Q4 2026