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OperatinghyperscaleAI / GPU compute

xAI Colossus (South Memphis)

"Elon Musk fired up as many as 35 gas turbines next to a Black Memphis neighborhood with no air permits."

3231 Paul R Lowery Road · Memphis, Shelby County, TN

Source: Primary source

xAI Colossus (South Memphis) is an operating data center in Shelby County, TN, operated by xAI Corp.. DataCentersExposed has documented 422 MW of reported power capacity, a 776,966 sq ft footprint and 1 tracked EPA enforcement record at this site.

Reporting by · Updated Jun 17, 2026

Real parent
xAI Corp.
Operator
xAI Corp.
Power
422 MW
Footprint
776,966 sq ft
Interconnection
~300 MW
Water
812.5K gpd
Cooling
Liquid-cooled (Tesla Megapack-backed)
Utility
Memphis Light, Gas & Water
Attribution & capacity confidence:highprimary source

Overview

source: link

xAI's Colossus is the supercomputer that trains Elon Musk's Grok, built inside the former Electrolux plant on Riverport Road in southwest Memphis. Musk announced it in 2024 and claimed the first phase came together in 122 days, then doubled in roughly three more months. It runs on the order of 100,000 to 200,000 Nvidia GPUs and draws an estimated 250 megawatts or more, with a second phase pushing toward gigawatt scale.

The accountability story is the power behind it. To energize the site fast, xAI installed a fleet of portable natural-gas turbines. The Southern Environmental Law Center used thermal and satellite imaging to count as many as 35 of them running with no Clean Air Act permits. The Shelby County Health Department eventually permitted only 15, in July 2025, and the NAACP appealed even that. The turbines sit beside Boxtown, a historically Black community with some of the highest asthma and cancer rates in Tennessee, and could become the single largest source of smog-forming nitrogen oxides in the Memphis metro.

The campus also pumps roughly 812,000 gallons a day from the Memphis Sand Aquifer, the region's drinking-water source, while an $80 million greywater treatment plant meant to offset that use was paused. Notably, xAI took no local tax abatement, and is projected to pay $13 million to $20 million a year in property tax.

Operator chain

  • Ultimate parent
    xAI Corp.
  • This facility
    xAI Colossus (South Memphis)

Grid & water — why here

source: HIFLD · EPA
Nearest substation
0.3 mi
Unknown120850 · 161 kV
Transmission line
0.2 mi
161 kV line
Municipal water
Served
Memphis Light, Gas, & Water

The closest existing grid infrastructure and the municipal water system this location sits in — the same constraints the buildout model screens on (it won't site a campus more than ~2 km from a substation or ~5 km from municipal water). Distances are straight-line to public HIFLD/EPA features, not a metered connection.

Tax breaks & subsidies

source: Good Jobs First / GASB 77

No per-deal tax break is linked to this site yet. No state discloses the recipient of a data-center abatement at the facility level, so per-site deals are rare in the public record. If you have a development agreement or board resolution for this site, send it to us.

Water use

Modeled estimate~7.9M gpd
Direct (onsite cooling)
~3.9M gpd
Indirect (its electricity)
~4.1M gpd

No measured record exists, so this is a low-confidence model from 422 MW (disclosed IT power): 1.8 L/kWh cooling (temperate climate) + 0.5 gal/kWh embedded in TVA grid mix. How we estimate. Have a utility document? Send it and we'll replace this with the real figure.

EPA permits & violations

source: EPA ECHO
  • Clean Air Actno penalty
    significant · reported 2025-07-10

Environmental permits

source: Permit register
  • Air permit — 15 natural-gas turbines (24/7 operation)SCHD-xAI-2025-15T
    Shelby County Health Department permitted 15 permanent gas turbines for continuous operation at the South Memphis Colossus site. Aerial imagery had counted roughly 35 turbines on site at the time, leaving the excess units unaddressed by the permit.

Air quality near this site

source: AirNow
42
PM2.5
Good
38
O3
Good

Air Quality Index from the nearest AirNow reporting area (Memphis), as of 2026-06-10. Regional context — not this facility's own emissions.

Who lives nearby

source: Census ACS 2023
Median household income
People of color
Below poverty
Tract population
0

Demographics of the census tract this facility sits in (American Community Survey 5-year estimates). Environmental-justice context for who bears the local impacts.

Nearest school

source: HIFLD / NCES

The nearest public school, Double Tree Elementary in Memphis, is 3.9 mi from this site (372 students).

Schools are sensitive receptors for the noise, backup-generator exhaust, and traffic a large data center brings. Straight-line distance to the nearest public school (HIFLD/NCES, US public schools only).

Hearings timeline

No public-hearing records linked to this site yet. We surface planning-commission and board-of-supervisors dates when a record names a facility. If you know of a hearing on this site, tell us.

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