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Data-center construction's $85 billion pace leaves building crews exposed to an AI slowdown

US private data-center construction ran at about $85 billion a year in August, 73% above a year earlier, according to the Census Bureau. AI spending only lifts growth when it rises, so the crews building these campuses now need next year's budgets to beat this year's.

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Photograph accompanying Data-center construction's $85 billion pace leaves building crews exposed to an AI slowdown
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60% of data-center firms added workers, vs 36% of others Share of Associated General Contractors of America member firms that said they added workers, by whether they built a data center in the past year.

Bar comparison from an Associated General Contractors of America survey this summer: 60% of member firms that worked on a data center in the past year added workers, compared with 36% of firms that had not.

AGC member firms that added workers, summer survey, past year In % of firms

60% of data-center firms added workers, vs 36% of others (AGC member firms that added workers, summer survey, past year)
ItemValueClaim
Worked on a data center60% of firms8
Did not work on a data center36% of firms8

What happened

  • St. Louis Fed researchers calculated that AI-related business spending made up 39% of US growth in the first nine months of 2025, a bigger share than similar spending at the 2000 dot-com peak.
  • The same researchers found that this spending's contribution to US growth fell from 1.3 percentage points in the first quarter of 2025 to under half a point in the third quarter.
  • Census figures show companies spending nearly twice as much on data centers as on offices this August, a year after offices were slightly ahead.
  • In an Associated General Contractors of America survey, 60% of firms that had worked on a data center in the past year added workers, against 36% of firms that had not.
  • Meta's Hyperion site in Louisiana had about 3,700 workers in March, while Meta has said the finished campus will support more than 500 permanent jobs.

Why it matters

  • exposure With roughly seven construction workers on site for each permanent job promised at Hyperion, most of the local payroll and the businesses serving it must find another campus when the build ends.
  • exposure Banks that lent to build these campuses would take losses if AI spending slowed, Quartz reports, so the downside reaches lenders as well as tech shareholders.
  • cost Households could be left paying for power capacity built to serve data centers if AI spending slows, according to Quartz.

Divide the Census pace by 1.73 and the year-earlier figure comes out near $49 billion. That means private builders added roughly $36 billion a year of data-center work in twelve months [19]. Data centers now run at nearly twice the office figure, so office construction works out to a little above $42 billion a year [20].

The boost to growth shrank even as those checks got bigger, because spending adds to growth only when it beats the previous quarter's [4]. A budget that holds steady at a record level adds nothing. Three Federal Reserve Board economists wrote in July that the jobs and productivity evidence is "consistent with a buildout phase" [5]. They also found the buildout "is still growing rapidly" as of early 2026 [6]. For the $85 billion pace to keep lifting GDP, next August's figure has to come in higher [4].

The biggest spenders have little operating surplus left to pay for the next increase. Meta brought in $31.9 billion of cash in its second quarter and spent $31.1 billion on buildings and equipment [14]. That left about $0.8 billion, with roughly 97.5% of the cash going into capital spending [17]. Meta can still raise spending, but a further step-up would have to be funded from something other than that quarter's surplus [17].

The tight construction labour market depends on that one segment. Companies are cutting back on new offices, warehouses and hotels [16], while data-center builders hire skilled workers away from other jobs [15]. About half of those builders report more pressure to raise pay [9]. In August, unemployment among job seekers who last worked in construction was 3.1%, the lowest in the 26 years the figures cover, according to the Associated General Contractors of America's analysis of federal data [10].

Kayla Caskey opened a 12-space RV park about 25 minutes from Meta's $27 billion Hyperion campus in Richland Parish, Louisiana, and it filled quickly [12]. "It may just be land out there again," she told Fortune in March. "But hopefully, over the next couple of years, it'll pay off while the workers are still here." [13]

This can go three ways. In the first, spending keeps accelerating, as the Fed Board economists found it was in early 2026, and the crews stay employed [6]. In the second, budgets plateau near the current pace: contractors stay busy while AI's contribution to growth falls toward zero, so the GDP figures show the slowdown well before construction payrolls do [4]. In the third, budgets fall, and the cost lands on people well outside tech [21]. Quartz did not put a figure on the bank loans behind these projects [21].

I think the plateau is the likeliest near-term case, given how little operating cash Meta had left after its second-quarter building [17]. The counter-case is the Fed Board finding that the buildout was still growing quickly into 2026 [6]. The Census series will settle the question. A reading for next August well above $85 billion would prove the plateau view wrong [1].

What to watch

  • The next Census construction spending releases: a data-center pace climbing above $85 billion means the buildout is still accelerating, and a flat one means its growth contribution is heading to zero.
  • Updated St. Louis Fed estimates for late 2025 and 2026, showing whether AI's contribution to growth keeps falling from the 1.3 points it added in early 2025.
  • Meta's next quarterly gap between operating cash and spending on buildings and equipment, after it kept about $0.8 billion in the second quarter.

Clarity's read

What the record supports and how the coverage leans. The claims behind it follow.

Reality

Evidence66
Adoption74
Hype gap+12
Incentives
Insufficient
Confidence58
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Ranked by verification strength, evidence, and original report placement.

  1. [1]

    In August, private companies were building data centers at a pace of roughly $85 billion annually, 73% more than a year earlier, according to the Census Bureau's report.

    ReportedSupportedSource: Census Bureau, via QuartzView cited source
  2. [2]

    Business spending on AI-related equipment, software, research and data centers made up 39% of all US growth over the first nine months of 2025, a bigger share than the same kinds of spending at the height of the dot-com boom in 2000, St. Louis Fed researchers calculated.

    ReportedSupportedSource: St. Louis Fed researchers, via QuartzView cited source
  3. [3]

    AI-related spending added 1.3 percentage points to the US growth rate in the first quarter of 2025 and less than half a point by the third, according to St. Louis Fed researchers, because companies kept spending heavily but stopped raising it as fast.

    ReportedSupportedSource: St. Louis Fed researchers, via QuartzView cited source

Sources

1 independent publisher whose own reporting we read for this story.

  1. qz.com

    1 article · October 9, 2026

    If the AI data center boom ends, construction workers and banks will pay

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