Stock Markets June 12, 2026 08:13 AM

Barclays Sees Bottom in U.S. Non-Residential Construction as AI Megaprojects Drive Spending

Bank raises starts outlook amid a shift to data center and power-led large projects, while volume recovery remains uneven

By Avery Klein
Share
Twitter Reddit Facebook LinkedIn
MLM MTZ

Barclays says U.S. non-residential construction has likely reached a trough in square footage after a multi-year decline, with growth concentrated in AI-related data center megaprojects and power infrastructure. The bank raised its construction starts forecast above consensus, but warned of headwinds including interest rates, inflation, public funding uncertainty and subdued residential activity.

Barclays Sees Bottom in U.S. Non-Residential Construction as AI Megaprojects Drive Spending
MLM MTZ
Summarize with
ChatGPT Perplexity Claude Grok Gemini

Key Points

  • Non-residential square footage activity has likely bottomed after a multi-year decline, though inflation masked dollar-value growth.
  • AI-driven data center megaprojects and power infrastructure are the primary growth engines for current non-residential spending.
  • Barclays raised its construction starts outlook above consensus, with the largest outperformance vs consensus in power, gas, communications, and offices including data centers.

Barclays is flagging a turning point for U.S. non-residential construction, concluding that square footage activity has hit a bottom after several years of decline even as dollar-value measures were buoyed by inflation. The bank says large-scale projects, particularly those tied to AI data centers and power infrastructure, are now the primary drivers of spending.

According to Barclays, the sector has been dominated by sizeable projects since 2023, and over the last 18 to 24 months the project mix has migrated toward AI-driven initiatives. While these megaprojects underpin overall spending levels, the bank notes they are less effective at restoring volume-heavy portions of the market because each dollar of megaproject spending requires comparatively less construction work intensity.

Barclays views the broader non-residential market as stabilizing. Several categories that have been negative are showing smaller declines, and early indicators such as commercial and industrial loan growth are beginning to move higher, which the bank interprets as supportive for activity ahead.

Still, Barclays cautions that the recovery is not without constraints. The bank highlights higher interest rates and ongoing inflation as potential limits to momentum, and points to uncertainty in public funding as an additional headwind. Other areas of concern include supply discipline in discretionary non-residential segments like retail and warehouse, as well as a residential market that remains dormant and more conservative in its capital allocation.

Reflecting its assessment, Barclays raised its construction starts projection to a level it describes as mid-single digits above consensus. Relative to consensus, the bank places itself roughly 200 basis points higher in power, gas and communications; 175 basis points ahead in offices, a grouping that explicitly includes data centers; and about 100 basis points ahead in manufacturing starts.

On the sector-level implications, Barclays expects utilization gains and equipment replacement cycles to favor rental companies and selected equipment suppliers. Engineering and construction firms receive continued support from AI-related and power projects, although the bank notes that support comes with less emphasis on traditional hard infrastructure spending. For aggregates producers, Barclays anticipates that inflation will help accelerate price momentum into the second half of the year.


Clear summary

Barclays sees a bottoming in non-residential square footage activity, with spending growth concentrated in AI-driven data center megaprojects and power work. The bank raised its starts outlook above consensus but warns of macro and funding risks that could temper the recovery.

Key points

  • Non-residential square footage has been in a multi-year recession; inflation has masked dollar-value growth.
  • Megaprojects - led by AI data centers and power infrastructure - are sustaining spending but add less construction volume per dollar.
  • Barclays raised its starts forecast to mid-single digits above consensus and is materially higher in power, communications, offices (including data centers) and manufacturing.

Risks and uncertainties

  • Higher interest rates could limit new starts and dampen demand across non-residential sectors, including offices and manufacturing.
  • Inflation and unclear public funding could constrain project pipelines, affecting segments dependent on public capital.
  • Supply discipline in retail and warehouse categories, plus a subdued residential market, may slow recovery in volume-intensive construction segments.

Risks

  • Higher interest rates could restrict new project starts and slow recovery in non-residential construction, impacting offices, manufacturing and other sectors.
  • Persistent inflation and uncertainty around public funding may constrain pipelines for projects that rely on public capital.
  • Supply discipline in retail and warehouse segments, along with a dormant residential market, could limit volume recovery for materials and equipment suppliers.

More from Stock Markets

How Booking Built Dominance in Online Hotel Bookings and the AI Question Looming Over Its Lead Jun 14, 2026 SpaceX IPO Lifts Risk Appetite as Markets Close Out a Turbulent Week Jun 13, 2026 Japan to send delegation to Greenland to assess rare earth extraction opportunities Jun 13, 2026 South Korea’s market surge spotlights MSCI classification review Jun 13, 2026 Goldman: AI-driven capex surge may temper mega-cap tech returns despite record S&P 500 ROE Jun 13, 2026