Why Onnec Says AI Is Squeezing Data Centre Build Timelines

Datacentremagazine · Aug 06, 2026 · 716 words · By Saffron Humphreys

Operational Risk Management Supply Chain Volatility AI Infrastructure Pressure

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What to know about Operational Risk Management

The article discusses research from Onnec indicating that AI demand is forcing data center operators in the UK, Ireland, and Nordics to compress build timelines. It highlights risks associated with this acceleration, including increased costs, safety concerns, and potential infrastructure quality issues.

Propaganda risk 10%

Claims checked 21

Techniques found 1

Topics 3

Coverage spectrum

Coverage gap: Low Left coverage

Left0%

Center100%

Right0%

4 sources compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

Why Onnec Says AI Is Squeezing Data Centre Build Timelines AI may be demanding more data centre capacity at breakneck speed, but rushing to deliver it could create a second problem: infrastructure that is not ready for the workloads it is meant to support.

Why it matters

New research from data centre infrastructure specialist Onnec suggests operators across the UK, Ireland and Nordics are being pushed to shorten build programmes as AI demand accelerates.

Common ground

Yet the faster facilities are brought online, the greater the pressure on design, testing, safety and costs.

Perspective signals

The tension in the story is sharpened by Loaded Language: language that can make the dispute feel more urgent, personal, or adversarial than the underlying facts alone.

Follow-up questions

What new context would change how readers understand this Operational Risk Management story?
What evidence would most clearly confirm or weaken the claim that Among those reporting an increase, costs have risen by an average of 42%?
How does this story connect Operational Risk Management with Supply Chain Volatility over the next few days?

open_in_new Read the original article: https://datacentremagazine.com/news/why-onnec-says-ai-is-squeezing-data-centre-b…

analyticsAnalysis

10%

Propaganda Score

confidence: 95%

Low risk. This article shows minimal use of propaganda techniques.

psychologyPropaganda Techniques Detected

eFinder identified 1 propaganda technique in this article. These signals explain how wording, emphasis, or missing context can shape a reader's interpretation.

warning

Loaded Language 70% confidence

Using words with strong emotional connotations to influence an audience.

Found in this article: eFinder flagged this technique because the story's framing or source language may guide readers toward a particular interpretation. Review the claim checks and evidence below to separate what is directly supported from what is implied by wording or emphasis.

Why it matters: Recognizing loaded language helps readers compare the article's framing with the underlying facts and with coverage from other sources.

fact_checkClaims Checked

eFinder analyzed this article and checked 21 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

schedule Pending 11

verified Verified 5

info Single Source 3

help Insufficient Evidence 2

info

Claim 1: “Among those reporting an increase, costs have risen by an average of 42%.”

SINGLE SOURCE

The provided evidence for claim 5 consists of unrelated YouTube videos and calculators; no data regarding the 42% average cost increase was found in the search results.

travel_explore

web search NEUTRAL — Whether you're looking for AI agents for beginners, exploring how to build AI agents, or learning how to create your own AI agent, this guide will show you how to use affordable AI automation tools an…
https://www.youtube.com/watch?v=4emJCTXpfR4

travel_explore

web search NEUTRAL — Comparison and analysis of AI models across key performance metrics including quality, price, output speed, latency, context window & others.Weighted average cost per Intelligence Index task.
https://artificialanalysis.ai/models

travel_explore

web search NEUTRAL — Free. Windows, Mac OS, Linux, iOS, Android. Percentage increase calculator finds the increase from one value to another as a percentage of the first value. Shows you how to find percentage increase wi…
https://www.calculatorsoup.com/calculators/algebra/percentag…

help

Claim 2: “A further 43% say infrastructure has required upgrades or remediation after go-live”

INSUFFICIENT EVIDENCE

No evidence was found in the provided search results to support or refute this claim.

schedule

Claim 3: “Cooling systems and specialist staff each followed at 45%”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

schedule

Claim 4: “39% experienced issues with cabling.”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

verified

Claim 5: “Some 74% of respondents say the push to accelerate data centre builds is increasing health and safety risks on site.”

VERIFIED

The Onnec report explicitly states that '74% say the pressure to accelerate data centre builds is increasing health and safety risks on site'.

menu_book

wikipedia NEUTRAL — A data center is a physical room, building, or facility for the purpose of the storage, management, and dissemination of data and information, including training artificial intelligence, housing IT in…
https://en.wikipedia.org/wiki/Data_center

menu_book

wikipedia NEUTRAL — Online gambling (also known as iGaming or iGambling) is any kind of gambling conducted on the internet. This includes virtual poker, casinos, and sports betting. The first online gambling venue opened…
https://en.wikipedia.org/wiki/Online_gambling

menu_book

wikipedia NEUTRAL — Toronto is the most populous city in Canada and the capital city of the Canadian province of Ontario. It is located on a harbour at the northwestern shore of Lake Ontario. The city is the fourth-most …
https://en.wikipedia.org/wiki/Toronto

+ 3 more evidence sources

schedule

Claim 6: “61% of operators say they have already experienced a project delay because of supply chain issues.”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

schedule

Claim 7: “87% of operators say they are confident they have the right supply chain ecosystem to support fast and reliable delivery”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

verified

Claim 8: “43% report an increased risk of quality issues or rework on completed builds.”

VERIFIED

The 'Interface' source explicitly confirms that '43% say they have increased risk of quality issues or rework on completed builds'.

travel_explore

web search NEUTRAL — Movie 43 is a series of different, interconnected short films and sketches containing different scenes and scenarios about a washed-up producer as he pitches insane story lines featuring some of the b…
https://en.wikipedia.org/wiki/Movie_43

travel_explore

web search NEUTRAL — 43 (number) ... 43 (forty-three) is the natural number following 42 and preceding 44.
https://en.wikipedia.org/wiki/43_(number)

travel_explore

web search NEUTRAL — 43 (forty-three) is a number. It comes between forty-two and forty-four, and is an odd number. It is also the 14th prime number, after 2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, and 41. This short ar…
https://simple.wikipedia.org/wiki/43_(number)

schedule

Claim 9: “79% agree that geopolitical instability will affect the cost or availability of data centre components.”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

schedule

Claim 10: “GPUs and compute were the most commonly reported sourcing challenge, cited by 53% of respondents”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

help

Claim 11: “Almost half of respondents (45%) are leaning towards new builds to deliver AI infrastructure.”

INSUFFICIENT EVIDENCE

No evidence was found in the provided search results to support or refute this claim.

info

Claim 12: “75% say that speed-to-market pressure is forcing design decisions before infrastructure requirements are fully understood.”

SINGLE SOURCE

While the Onnec report mentions the pressure to deliver AI capacity quickly and that 'speed and readiness are not the same thing,' the specific 75% figure is not present in the provided evidence snippets.

menu_book

wikipedia NEUTRAL — A call centre (Commonwealth spelling) or call center (American spelling; see spelling differences) is a managed capability that can be centralised or remote that is used for receiving or transmitting …
https://en.wikipedia.org/wiki/Call_centre

menu_book

wikipedia NEUTRAL — Pharmacovigilance (PV, or PhV), also known as drug safety, is the discipline within pharmaceutical science that addresses the identification, evaluation, and mitigation of adverse effects and other d…
https://en.wikipedia.org/wiki/Pharmacovigilance

menu_book

wikipedia NEUTRAL — The disappearance of Malaysia Airlines Flight 370 on 8 March 2014 led to a multinational search effort in Southeast Asia and the southern Indian Ocean that became the most expensive search in aviation…
https://en.wikipedia.org/wiki/Search_for_Malaysia_Airlines_F…

+ 3 more evidence sources

schedule

Claim 13: “followed by retrofitting live environments without disruption at 33%.”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

verified

Claim 14: “Onnec's research found that 92% of those surveyed are being forced to compress build timelines to keep pace with AI demand.”

VERIFIED

The Onnec report explicitly states that 92% of operators say they are being forced to compress build timelines to keep pace with AI demand.

menu_book

wikipedia NEUTRAL — .ai is the Internet country code top-level domain (ccTLD) for Anguilla, a British Overseas Territory in the Caribbean. It is administered by the government of Anguilla. It is a popular domain hack wit…
https://en.wikipedia.org/wiki/.ai

menu_book

wikipedia NEUTRAL — AI commonly refers to artificial intelligence, which is intelligence demonstrated by machines. Ai, ai, a.i, A.I or AI may also refer to:
https://en.wikipedia.org/wiki/Ai

menu_book

wikipedia NEUTRAL — Artificial intelligence (AI) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and dec…
https://en.wikipedia.org/wiki/Artificial_intelligence

+ 3 more evidence sources

verified

Claim 15: “67% of operators say their AI-ready build or retrofit costs have increased over the past 12 months.”

VERIFIED

The Onnec report explicitly states that '67% say their AI-ready build or retrofit costs have increased in the past 12 months'.

menu_book

wikipedia NEUTRAL — An AI agent or agentic AI is an artificial intelligence program that can pursue goals, use software or other tools, and take actions with some level of autonomy. Agentic AI contrasts with tool AI, whi…
https://en.wikipedia.org/wiki/AI_agent

menu_book

wikipedia NEUTRAL — Generative artificial intelligence (GenAI) is a subfield of artificial intelligence (AI) that uses generative models to generate text, images, videos, audio, software code or other forms of data. Thes…
https://en.wikipedia.org/wiki/Generative_AI

+ 3 more evidence sources

verified

Claim 16: “Some 45% of operators say shorter timelines have reduced the time available for testing, commissioning or quality assurance”

VERIFIED

The 'Interface' source explicitly confirms that '45% say compressed timelines have reduced time for testing, commissioning or quality assurance'.

travel_explore

web search NEUTRAL — 45 years of marriage is marked by the sapphire wedding anniversary. In the International Baccalaureate Diploma Programme, the number 45 is the maximum possible score.
https://en.wikipedia.org/wiki/45_(number)

travel_explore

web search NEUTRAL — The resulting .45 caliber cartridge, named the ".45 ACP", was similar in performance to the .45 Schofield cartridge and only slightly less powerful while significantly shorter than the .45 Colt cartri…
https://en.wikipedia.org/wiki/.45_ACP

travel_explore

web search NEUTRAL — Quality control is being squeezed: 45% say compressed timelines have reduced time for testing, commissioning or quality assurance, while 43% say they have increased risk of quality issues or rework on…
https://interface.media/blog/2026/08/06/ai-data-centre-gold-…

schedule

Claim 17: “43% reported difficulties sourcing power distribution equipment”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

schedule

Claim 18: “Some 29% are leaning towards retrofitting existing facilities to expand AI infrastructure while maintaining design quality.”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

info

Claim 19: “The survey, conducted by Sapio between 27 May and 12 June 2026, gathered data from 300 senior decision-makers involved in the design, management and operation of data centre facilities across the UK, Ireland and the Nordics.”

SINGLE SOURCE

The web search result 'New Onnec Report: AI Data Centre Gold Rush Fuelling Delays' confirms the survey of 300 senior decision-makers in the UK, Ireland, and Nordics. However, the specific dates (May 27 to June 12, 2026) are not explicitly mentioned in the provided evidence snippets, and only one report is cited for these specific survey parameters.

travel_explore

web search NEUTRAL — The survey of 300 senior decision-makers at data centre operators in the UK, Ireland and Nordics found that 92% of operators say they are being forced to compress build timelines to keep pace with AI …
https://www.onnecgroup.com/2026/08/06/new-onnec-report-ai-da…

travel_explore

web search NEUTRAL — The survey, by the Annenberg Public Policy Center’s Institutions of Democracy division, was conducted among a nationally representative sample of 1,320 U.S. adult citizens from June 16-July 19, 2026. …
https://yubanet.com/usa/opposition-to-local-data-centers-ris…

travel_explore

web search NEUTRAL — published in June 2020 in the journal Leisure Sciences.
https://www.tandfonline.com/doi/full/10.1080/01490400.2020.1…

schedule

Claim 20: “Cooling limitations for high-density racks are the biggest challenge, cited by 35% of respondents”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

schedule

Claim 21: “Insufficient power capacity is another obstacle, cited by 30%.”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.