AI · what's known and unknown

AI and Ireland's data centres

Nobody publishes how much of the computing in Irish data centres is AI, so how many are "AI data centres" is unknown; operators report energy to a confidential EU database. What is known: data centres used 7.7 TWh in 2025 (CSO, published 7 July 2026), and a current AI rack draws about 132 kW (HPE, 2025).

Updated 6 October 2026 · data build 2026-10-10 · how we know · corrections

What is known, and what isn't

7.7 TWh
All data-centre electricity, 2025
CSO MEC02
Unknown
Share of it used for AI
not published by any Irish or EU body
132 kW
One current AI rack (72 GPUs)
HPE product page 'NVIDIA GB200 NVL72 by HPE', 2025
0
Planning applications we track that describe an AI facility
of 156, by description

Ireland's big campuses were mostly built for cloud computing and social media before the current AI boom. Since 2024, operators with at least 500 kW of IT load report energy and water to a confidential EU database (see the EU reporting rules), so the split between AI and other computing is not public.

An AI campus needs far more power per rack, and under the CRU's December 2025 rules any new one must bring its own dispatchable generation and match 80% of its demand with new Irish renewables.

How much power AI hardware draws

Figure 1

From one AI chip to every Irish data centre

A current AI rack draws 132 kW, about the electricity of 275 Irish homes. AI halls need far more power per rack, and liquid cooling, than ordinary cloud halls.

From one AI chip to every Irish data centreOne AI chip: 0.7 kW; One AI server: 10 kW; One AI rack: 132 kW; Ireland's biggest campus: 155 MW; Every Irish data centre: 875 MW.POWER, LOG SCALE: EACH GRIDLINE IS ×100.1 kW1 kW10 kW100 kW1 MW10 MW100 MW1,000 MWOne AI chip: 0.7 kW0.7 kW · One AI chipNVIDIA H100, maximumOne AI server: 10 kW10 kW · One AI server8 × H100 (DGX H100) · ×15 the step beforeOne AI rack: 132 kW132 kW · One AI rack72 Blackwell GPUs, liquid-cooled · ×13 the step beforeIreland's biggest campus: 155 MW155 MW · Ireland's biggest campusMicrosoft Grange Castle, 2025 average · ×1,170 the step beforeEvery Irish data centre: 875 MW875 MW · Every Irish data centre2025 average (CSO) · ×6 the step beforeOne AI rack, running all year ≈ 275 homes' electricityMicrosoft Grange Castle's average draw would run about 760 such racks at PUE 1.54 (illustration: real campuses mix storage, cloud and AI)Typical air-cooled cloud racks draw a few kW to ~15 kW: general industry figure, unchecked
From one AI chip to every Irish data centreOne AI chip: 0.7 kW; One AI server: 10 kW; One AI rack: 132 kW; Ireland's biggest campus: 155 MW; Every Irish data centre: 875 MW.POWER, LOG SCALE: EACH GRIDLINE IS ×101 kW1 MW1,000 MWOne AI chip: 0.7 kW0.7 kW · One AI chipNVIDIA H100, maximumOne AI server: 10 kW10 kW · One AI server8 × H100 (DGX H100)One AI rack: 132 kW132 kW · One AI rack72 GPUs, liquid-cooledIreland's biggest campus: 155 MW155 MW · Ireland's biggest campusMicrosoft Grange Castle, 2025 ave…Every Irish data centre: 875 MW875 MW · Every Irish data centre2025 average (CSO)One AI rack ≈ 275 homes' electricityMicrosoft Grange Castle's average draw would run about760 such racks at PUE 1.54 (illustration: real campusesmix storage, cloud and AI)Typical air-cooled cloud racks draw a few kW to ~15kW: general industry figure, unchecked

Each step up the ladder multiplies power: one H100 chip is rated at 700 W, an 8-chip server at 10.2 kW, and a 72-chip Blackwell rack at 132 kW. Ireland's biggest single campus by measured grid draw, Microsoft Grange Castle, averaged 154.5 MW in 2025, and all Irish data centres together averaged 875 MW in 2025. The scale is logarithmic, so equal distances mean equal multiples. No Irish or EU body publishes how much of that power is used for AI.

EstimateHomes per rack = 132 kW × 8,760 h ÷ 4,200 kWh (CRU typical home). Racks per campus = average draw ÷ PUE 1.54 (Uptime global average) ÷ 132 kW; an illustration only.

Sources: NVIDIA H100 product page / datasheet, 2023-2025 · NVIDIA DGX H100 User Guide, 2023-2025 · HPE product page 'NVIDIA GB200 NVL72 by HPE', 2025 · CRU Factsheet: Domestic Electricity and Gas Bills in Ireland (CRU20125), 2020 · Uptime Institute Global Data Center Survey 2025, Jul 2025 · EPA annual environmental reports (campus draw), 10 Oct 2026 · CSO MEC02, 7 Jul 2026

Figure 2

Anatomy of a data centre, and where each number is measured

Power flows grid → substation → batteries → servers → heat. Each headline number is taken at a different point, which is why megawatts, MVA, MW thermal and PUE can't be compared directly.

Anatomy of a data centreGrid: Transmission lines bring power in at high voltage. Measured as MWh, metered. CSO counts here: 7,662 GWh in 2025 Substation: Steps voltage down; the grid contract sets its maximum import. Measured as MVA, contracted. 2,000–2,400 MVA nationally UPS and batteries: Carry the load for the seconds until generators start. Measured as seconds–minutes. No battery size stated in the 34 campus files we read Data halls: Servers, storage and network: the useful load. Measured as IT load, MW. Stated for 5 of 34 campuses in files we read Cooling and losses: Fans, chillers, power conversion. Measured as PUE = total ÷ IT. 1.54 industry average; 1.09 Google fleet Backup generators: Diesel, HVO or gas; run in grid emergencies and tests. Measured as MW thermal; EPA licence at ≥50. 1,225 units at licensed sites; ran 0.6–6.4 full-load hours a year Water: Mains water, mainly for cooling. Measured as litres; L per MWh. 1–2,453 L/MWh at licensed sites, 2025WHERE EACH NUMBER IS MEASUREDMWH, METEREDCSO counts here:7,662 GWh in 2025MVA, CONTRACTED2,000–2,400 MVAnationallySECONDS–MINUTESNo battery sizestated in the 34campus files we readIT LOAD, MWStated for 5 of 34campuses in files wereadGridTransmissionlines bringpower in at highvoltageSubstationSteps voltage down;the grid contractsets its maximumimportUPS and batteriesCarry the load forthe seconds untilgenerators startData hallsServers, storage andnetwork: the usefulloadHeat outalmost all the powerends up as heat;some planning filesdescribe heat reuseBackup generatorsDiesel, HVO or gas; run ingrid emergencies and testsCooling and lossesFans, chillers, powerconversionWaterMains water,mainly for coolingMW THERMAL; EPA LICENCE AT ≥501,225 units at licensed sites; ran 0.6–6.4full-load hours a yearPUE = TOTAL ÷ IT1.54 industry average;1.09 Google fleetLITRES; L PER MWH1–2,453 L/MWh atlicensed sites,2025
Anatomy of a data centreGrid: Transmission lines bring power in at high voltage. Measured as MWh, metered. CSO counts here: 7,662 GWh in 2025 Substation: Steps voltage down; the grid contract sets its maximum import. Measured as MVA, contracted. 2,000–2,400 MVA nationally UPS and batteries: Carry the load for the seconds until generators start. Measured as seconds–minutes. No battery size stated in the 34 campus files we read Data halls: Servers, storage and network: the useful load. Measured as IT load, MW. Stated for 5 of 34 campuses in files we read Cooling and losses: Fans, chillers, power conversion. Measured as PUE = total ÷ IT. 1.54 industry average; 1.09 Google fleet Backup generators: Diesel, HVO or gas; run in grid emergencies and tests. Measured as MW thermal; EPA licence at ≥50. 1,225 units at licensed sites; ran 0.6–6.4 full-load hours a year Water: Mains water, mainly for cooling. Measured as litres; L per MWh. 1–2,453 L/MWh at licensed sites, 2025GridTransmission lines bring power in at high voltageMWH, METEREDCSO counts here: 7,662 GWh in 2025SubstationSteps voltage down; the grid contract sets its maximum …MVA, CONTRACTED2,000–2,400 MVA nationallyUPS and batteriesCarry the load for the seconds until generators startSECONDS–MINUTESNo battery size stated in the 34 campus files we readData hallsServers, storage and network: the useful loadIT LOAD, MWStated for 5 of 34 campuses in files we readCooling and lossesFans, chillers, power conversionPUE = TOTAL ÷ IT1.54 industry average; 1.09 Google fleetFEEDING INBackup generatorsDiesel, HVO or gas; run in grid emergencies and testsMW THERMAL; EPA LICENCE AT ≥501,225 units at licensed sites; ran 0.6–6.4 full-loadhours a yearWaterMains water, mainly for coolingLITRES; L PER MWH1–2,453 L/MWh at licensed sites, 2025

Electricity arrives from the transmission grid, passes through an on-site substation whose contracted maximum import (in MVA) is the "capacity" in grid debates, then through batteries that bridge outages, to the servers in the data halls. The CSO's 7,662 GWh for 2025 is energy metered at the grid connection. PUE compares total power with power reaching the servers: the industry average is 1.54, meaning 54% extra for cooling and losses. Backup generators are rated by fuel input (MW thermal), roughly two to three times their electrical output, and need an EPA licence above 50 MW thermal; water is metered at the mains connection.

Sources: CSO MEC02, 7 Jul 2026 · EirGrid AIRAA 2026–2035 and Constrained Area Overview, Dec 2025 / May 2026 · Uptime Institute Global Data Center Survey 2025, Jul 2025 · Google Data Centers - Efficiency, 2026 · Our epa_generation pipeline (EPA LEAP AERs), 3 Oct 2026 · EPA LEAP licences and annual environmental reports, 3 Oct 2026

Questions people ask

How many AI data centres are in Ireland?
Unknown. No Irish or EU body publishes what the computing in Irish data centres is used for, and none of the planning applications we track describes itself as an AI facility.