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ScruticaOpen data and analysis for AI compute governance

Saudi Grid

2 pairs of sites share a named substation, 6 share a grid zone, and 4 are only within 200 km.

Assumed outage weeks to months (transformer replacement lead time is 6–12 months for custom HV units).

Jubail Industrial, in 2 pairs. Clear

Eastern Province, enlarged

Pairs

A disruption to electricity infrastructure could affect both Saudi data centres and petroleum facilities.

Each group runs nearest first. All distances are approximate. Line weight on the chart follows these groups.

Data centrePetroleum or desalination siteDistanceSubstation
Named shared substation, 2 pairs
Ras Tanura Refinery & TerminalFaras 380 kV24 kmFaras 380 kV
Abqaiq Processing FacilityAbqaiq 380 kV60 kmAbqaiq 380 kV
Same grid zone, 6 pairs
Ras Tanura Refinery & Terminal39 km
Abqaiq Processing Facility69 km
Jubail Industrial Complex (SATORP)78 km
Jubail Desalination Plant81 km
Jubail Industrial Complex (SATORP)93 km
Jubail Desalination Plant96 km
Within 200 km, different zones, 4 pairs
Khurais Oil Field150 km
Khurais Oil Field150 km
Khurais Oil Field154 km
Khurais Oil Field155 km

HUMAIN announced a Saudi data-centre partnership with xAI on 19 November 2025. NEOM subsequently reported HUMAIN and DataVolt starting construction at Oxagon on 31 August 2026. Neither project has an assigned electricity connection in this map, so their exposure to the petroleum and desalination facilities shown here is unassessed. Saudi Arabia’s AI programme

Grid

All 14 site records and 8 substations. 7 of the 8 substation locations are analyst estimates.

A year printed beside a site is its first recorded attack.

Grid zoneData centresPetroleum and desalination sites
, attacked 2019, attacked 2019, attacked 2021, , attacked 2019,
, , , None
SubstationVoltageAssigned sites
380 kVAbqaiq, Aramco Digital
230 kVAramco Digital, Google Cloud Dammam
400 kVRas Tanura, Shaybah
380 kVRas Tanura, Google Cloud Dammam
380 kVJubail Industrial, Jubail Desalination
380 kVKhurais, Abqaiq
380 kVNone
400 kVAWS Saudi Arabia, Oracle Cloud Riyadh, STC Data Center, DataVolt Hyperscale

History

These dated accounts describe attacks on named sites and the damage and recovery reported for particular operations.

The compute cases add an assumed interruption to electricity infrastructure.

Aramco reported a suspension of 5.7 million barrels per day on 14 September 2019. Its 17 September update reported partial restoration; the initial loss was not sustained at that level for two weeks.

DateSiteAccount
25 Mar 2022The Saudi Ministry of Energy reported an attack on the petroleum-products distribution station in North Jeddah.
7 Mar 2021The GCC reported a drone attack on petroleum storage at Ras Tanura. Its statement separately identifies a ballistic-missile attack on Aramco facilities in Dhahran on the same date.
14 Sep 2019Aramco reported attacks on Abqaiq and Khurais that initially suspended 5.7 million barrels per day of production across the two sites. The statement does not assign that combined loss to Abqaiq alone.
14 Sep 2019Khurais was attacked on the same day as Abqaiq. Aramco’s initial statement reported the production interruption across both sites; it did not give separate site-level restoration times.
17 Aug 2019Aramco’s annual report describes five UAVs damaging processing and cogeneration infrastructure. One NGL train resumed operations within two weeks.

Cases

Each case keeps its authored assumptions, and predicts no attack or power loss.
CaseTargetsData centresAssumed outage
Abqaiq24–72 hours, or weeksGoogle Cloud Dammam, Aramco Digital24–72 hours, or weeks
Abqaiq, Ras Tanura, Jubail IndustrialDays to weeksGoogle Cloud Dammam, Aramco DigitalDays to weeks
Grid infrastructure in the Eastern ProvinceWeeks to monthsGoogle Cloud Dammam, Aramco DigitalWeeks to months
Abqaiq, Ras TanuraHours to weeksGoogle Cloud Dammam, Aramco Digital, AWS Saudi Arabia, STC Data CenterHours to weeks

Sources

Reviewed 18 Jul 2026, 26 days past its due date. Newest input August 2026.
4 sources
Data

CSV

Data centresEvery site, lifecycle stage, unknown power/backup fields, programme association and downstream compute scope.

Petroleum and desalination sitesEvery site and type, reported capacity or unknown, grid assignment and attack history.

Screened pairsStable pair keys, evidence classes, distance estimates, endpoint and shared-substation sources; screening radius is not a damage radius.

Regional grid zonesAll generation fields including unknowns, memberships, notes and sources.

SubstationsEvery named assignment, voltage and location-estimate distinction.

Historical incidentsEvery petroleum event, including source URLs and unknown facility joins.

Authored casesEvery attack vector, target/site/zone set, outage assumption, historical basis and source.

How the figures were made

The scenario assumes that damage near a petroleum or desalination facility interrupts electricity supplied to a data centre. Shared substations and regional grid zones identify connections to investigate.

Distances are calculated from facility coordinates; a ~ marks a distance where at least one endpoint's coordinates are analyst-estimated. Substation and grid-zone assignments determine the table's groups. The 200 km radius determines which pairs enter the table; it does not describe how far an electrical failure could propagate.

The assessment examines possible data-centre power losses after damage to electricity infrastructure near petroleum and desalination facilities. The Iran range map provides separate geographic context for published missile ranges and compute locations.

A distance screen selects facility pairs. Each pair is then grouped by its strongest recorded connection: a named substation, a regional grid zone or geographic proximity. Shared zone means the records have the same regional grid assignment without a common named substation, so no common point of power failure is identified.

Some substation assignments are inferred from corridor proximity. Establishing a common point of power failure would require the sites’ actual supply and backup arrangements.

The former defense-gap circles, site-hardening classifications, severity equation and future-risk predictions lacked source support and have been withdrawn. The four cases retain their authored disruption assumptions for inspection. The former interception ratios, damage ratings, exact restoration times and site-hardening labels in the attack history lacked consistent source support and have also been withdrawn.

Each incident account links to its Aramco, GCC or Saudi Ministry of Energy source. The grid inventory cites Saudi Electricity Company reports and includes analyst-geocoded substation points.

Read against current conditions on 18 July 2026, the last reading on file for this analysis. The next review was due 16 Oct 2026, on a 90-day cadence. The newest input comes from the AWS announcement published in August 2026, which gives a planned December 2026 launch for its first Saudi region. These are authored disruption assumptions, separate from the supply-chain cascade engine. Review state for every scenario is on the Scenarios page.