2 Stocks That May Benefit from Data Center Build-out

Tredegar's TSLOTS aluminum-extrusion business represented about 11% of segment volume in the latest quarter, with shipments rising 45% year over year on data-center containment and infrastructure demand. Aluminum Extrusions generated roughly 86% of Tredegar's 2025 revenue, and TSLOTS could become material to consolidated performance, though Zacks rates TG Neutral. Zacks also identifies Monarch Cement as a potential Midwest data-center construction beneficiary, but notes this thesis is speculative because MCEM has not disclosed direct data-center demand; MCEM is rated Outperform.

Analysis

TG is a potentially investable second-order AI-infrastructure expression because modular containment systems sit late in the construction cycle, when operators are solving thermal-density and retrofit constraints rather than merely breaking ground. If TSLOTS converts its current shipment momentum into recurring specification wins, mix improvement could matter more than topline growth: engineered modular systems should carry better pricing and working-capital characteristics than commodity extrusion. The relevant 1-3 month catalyst is segment-level disclosure on TSLOTS revenue, backlog, capacity utilization, and realized pricing; without those data, the market cannot underwrite a durable earnings revision.

The principal risk is that data-center construction demand is increasingly concentrated in hyperscale campuses, where procurement scale favors national fabricators and large integrated electrical/mechanical vendors. Aluminum input inflation is not automatically positive for TG: a lag between metal costs and customer pass-through could compress margins, while broad nonresidential softness would overwhelm a niche data-center contribution. A further risk is that containment demand shifts toward integrated liquid-cooling architectures, reducing the value of conventional aisle-enclosure systems in the highest-density deployments over the next 6-18 months.

MCEM is not actionable on the available evidence. Cement is local, freight-constrained, and capacity-constrained, so a regional demand impulse can improve pricing materially; however, the absence of disclosed data-center exposure makes this a macro narrative rather than an earnings thesis, and likely limited liquidity magnifies execution risk. The contrarian view is that investors are overpaying for generic "AI picks" while underappreciating bottlenecks in power, cooling, switchgear, and electrical distribution—areas with more direct and measurable backlog exposure than either microcap.

QBTS has no fundamental linkage to this construction mechanism. Any sympathy move would be sentiment-driven rather than supported by incremental demand, making it unsuitable as a paired expression against TG.

Key Decisions for Investors

• Place TG on a 1-2 quarter earnings-watch list; initiate only if management discloses TSLOTS revenue/backlog sufficient to support a measurable FY revenue or EBITDA-guide increase. Use a small, liquidity-adjusted position and exit if shipment growth decelerates for two consecutive quarters or segment margins fail to expand.
• Do not initiate MCEM from this thesis. Reassess only after evidence of Midwest hyperscale project awards within its delivery radius, plant-utilization improvement, or explicit management commentary tying ready-mix/cement volumes and pricing to data-center work.
• For a more liquid 6-18 month AI-infrastructure allocation, prefer direct electrical and thermal bottleneck exposure—ETN, VRT, PWR, and HUBB—over microcap materials narratives; size entries around backlog and organic-growth guidance rather than AI headlines.
• Avoid QBTS as a data-center-buildout proxy. Treat any near-term correlation with TG or construction-linked AI themes as a fade candidate unless separately supported by bookings, cash-runway, or commercialization data.