Capital Goods Sector: Beneficiaries of a Slower AI Buildout

As the breakneck pace of generative AI infrastructure buildouts shows early signs of moderation, the downstream effects are beginning to reshape corporate credit profiles. For capital goods and industrial equipment suppliers, a recalibration in hyperscale data center spending presents both critical margin adjustments and shifting backlog dynamics.

In our latest analysis from Cognitive Credit AI leveraging our curated financials and transcript data, we examine how the dominant issuers in the space are navigating this transition, evaluating the balance between cyclical deceleration and structural demand while pinpointing what credit analysts must be alert to.

The post-midterm US election rout in chip stocks — driven by market fears of a slower AI buildout — has created a notable divergence within the Capital Goods sector. While semiconductor equipment and chip designers face direct earnings risk from a potential deceleration in AI compute spending, the infrastructure layer of the AI buildout — power, electrical distribution, cooling, connectivity, and automation — is telling a starkly different story in 3Q26 earnings calls.

Key finding: Every major Capital Goods company with AI data center exposure reported in 3Q26 not only maintained but upgraded guidance, citing triple-digit order growth, multi-year backlogs, and structural demand drivers that are largely decoupled from near-term chip spending cycles. The critical insight is that even a slower AI buildout still requires massive power and infrastructure investment — the bottleneck is not chips, it is grid capacity, cooling, and electrical distribution.

"Data center markets remain robust... we keep checking this market and it keeps surprising us on the upside."
— Eaton CEO Paulo Ruiz, 3Q26 Earnings Call

The Investment Thesis: Why Infrastructure Leads Chips

The market's concern centres on whether hyperscalers will slow GPU procurement following the US midterm elections and associated policy uncertainty. However, Capital Goods management teams are pointing to a fundamentally different dynamic:

• The backlog is already booked. Orders placed in 2025–2026 are converting to revenue in 2027–2028. A slowdown in new chip orders today does not affect infrastructure deliveries for 12–24 months.
• Power availability is the binding constraint, not chips. Multiple management teams cited power permitting and grid access — not semiconductor availability — as the primary pacing factor for data center construction.
• Announced capacity dwarfs installed capacity. Eaton cited 366 GW of announced data center projects versus only 50 GW of installed capacity — a structural gap that takes years to close regardless of near-term AI spending sentiment.
• Regulatory tailwinds. Energy efficiency mandates and "bring your energy" requirements are creating additional demand for electrical infrastructure products.
  

Company-by-Company Analysis

1. Eaton (ETN) — Power Management

3Q26 Data Center Performance:

• Data center sales: +65% year-over-year
• Orders: +101% in the rolling 12M period
• 9th consecutive quarter of >35% data center growth
• YTD actual growth of 60% vs. 17% baked into long-term plan
  

Management Commentary:
CEO Paulo Ruiz described the market as "an enormous build-out expected to last many years to come," noting announced projects of 366 GW against only 50 GW installed. Broader demand is also "strong and broadening much beyond data centers," with commercial/institutional up mid-teens, Machine OEM up mid-30s, and utilities up mid-to-high single digits.

Technology Positioning: Eaton is transitioning to next-generation 800V DC solutions and progressing on solid-state transformer commercialization, positioning it for the next wave of data center architecture. Management describes their coverage as "from the grid to the chip."

Guidance: Raised, reflecting continued outperformance vs. plan.

2. Schneider Electric (SU FP) — Energy Management & Automation

3Q26 Data Center Performance:

• Triple-digit order growth in data centers for 3 of the last 4 quarters
• Full-year guidance raised from 10-13% to 12–14%
• Data center exposure expected to increase further at year-end

Management Commentary:
Management highlighted their "unique market position" working directly with hyperscalers and colocation providers at the design stage. On China specifically: "The biggest driver that you see really in China are AI and data center... We see clearly from what we have discussed with our customers, this demand continuing over '27."

Technology Positioning: Significant capacity investments in liquid cooling across North America, India, Italy, and China (via Foxconn partnership). Prefabrication solutions are accelerating as a leading driver.

Guidance: Upgraded full-year guidance to 12–14%, citing backlog conversion into 2027–2028 deliveries.

3. ABB (ABBNVX) — Electrification & Automation

3Q26 Data Center Performance: 

• High double-digit year-over-year backlog growth in Electrification
• No signs of slowing in customer activity
• Lead times of 12–18 months, extending to 24 months — orders booked in 2026 convert to revenue in 2027–2028

Management Commentary:
CEO Morten Wierod emphasised that data center demand is one component of a larger structural trend driving utility and electrification investments. Growth is "clearly not linked with GDP growth" but driven by three structural elements: aging infrastructure, energy expansion needs, and energy transition requirements. Utility business is growing well above double-digits across all three reporting regions.

Geographic Strength: Strong momentum in China (carbon neutrality to 2060), India, and the US (aging infrastructure).

Guidance: 2026 outlook was raised. Revenue growth went from “low double-digit to low-teens” to “low teens,” and the margin target went from “improve” to “at least +270bp.

4. Siemens (SIEGR) — Industrial Automation & Digitalization

⚠️ Latest available call is 3Q26 (August 2026). FY26 results and FY27 guidance are expected at the November 2026 earnings call.

3Q26 Performance:

• Record order backlog: EUR 132 billion
• SI division orders: ~EUR 30 billion vs. revenues of ~EUR 25 billion — data center orders alone run EUR 3–4 billion ahead of revenues, a structural conversion tailwind into FY27
• AI-enabled software functionality: ~EUR 300 million in the quarter
  

Management Commentary:
CEO Roland Busch outlined three distinct layers of AI-driven demand that are structurally insulated from near-term chip procurement cycles. First, AI factories themselves require industrial-grade PLCs rather than standard building controls: "These AI factories have a very interesting phenomenon — they are much more dynamic in the way they consume energy up and down. Normal building control units are not powerful enough. So we see more and more really industrial PLCs controlling the shop floor." Second, the manufacturing pull-through: "All these AI factories need racks, and these racks have blades, and these blades have electronics — servers. This is a tremendous demand for electronics. Foxconns and the like, Lenovos — they are building more and more factories and they need to be automated. This is definitely where Siemens' business is pulled." Third, humanoid robotics: "AI will also enable more and more capabilities on robotics, autonomous robots or humanoids... they need to be manufactured, more robots, more humanoids. And whenever you want to manufacture them, obviously, you want to do them fully automated."

On FY27 momentum: "The momentum seems to continue definitely in the year '27 and also beyond. Focus at the moment on the United States — this is where most of this trend is emerging — but a lot is going to happen in China as well."

Guidance: No formal FY27 plan issued (typical at 3Q). Record EUR 132bn backlog provides strong forward visibility.

5. Vertiv (VRT) — Data Center Power & Cooling

3Q26 Data Center Performance:

• Orders: +100% in Q3
• Raised 2026 guidance across all key metrics
• Expects "continued significant above-market organic sales growth in 2027"

Management Commentary:
CEO Giordano Albertazzi characterised pacing factors (power availability, permitting, skilled labour) not as demand constraints but as areas where Vertiv's solutions directly address industry pain points. The company serves as "preferred end-to-end powertrain, thermal chain and services partner" for EdgeConneX's gigawatt-scale global expansion.

Guidance: Raised across all key metrics; management stated: "The demand environment remains strong heading into 2027, and we believe we are well positioned to capture it and gain market share."

6. Legrand (LR FP) — Electrical Infrastructure

3Q26 Data Center Performance: 

• Gigawatt additions expected to grow ~50% into 2027
• Midterm plan conservatively assumes 100 GW of 300+ GW announced global capacity — sufficient for 15–20% annual market growth

Management Commentary:
Management directly addressed analyst concerns about slowdowns and financing cost pressures, reframing regulatory challenges as positives: "The fact that you have in some communities a bit of pushback and some regulations being implemented is almost a good news for data center business, not a bad news." Energy efficiency mandates benefit Legrand's 40% energy-saving product mix.

M&A Strategy: Slight rebalancing toward energy transition acquisitions going forward, while maintaining data center M&A in underrepresented geographies. 

Guidance: 2026 organic growth guidance was raised to 11–13% (from 8–10%). 

7. Corning (GLW) — Optical Fiber & Connectivity

3Q26 Data Center Performance:

• AI data center component of enterprise business: +100% year-over-year
• Optical Communications expected to "drive the lion's share of growth year-over-year"
• On track to exceed original $1 billion DCI revenue target ahead of schedule
  

Management Commentary:
CEO Wendell Weeks outlined a compelling structural opportunity: current scale-out architectures require ~16 fibers per GPU; if optical scale-up architectures replace copper-based systems, this rises to ~160 fibers per GPU — a 10x increase in fiber demand per GPU. Management reaffirmed conviction that optical scale-up will begin to accelerate in 2028.

Competitive Moat: Chinese fiber competition is declining as more fiber is consumed in "complicated connectivity product sets where the degree of integration is high."

Guidance: Maintained Springboard (extended to 2030 in May) guidance; expects robust Q4 in Optical Communications.

8. Emerson Electric (EMR) — Control Systems & Test

✅ FY26 results reported November 4, 2026 — most recent available.

FY26 Full-Year Performance:

• Power vertical (~$2.5bn business): +25% for the full year; control systems (primarily greenfield): +~45% in Q4
• Test & Measurement: +15% in Q4
• Software & Systems: +14% in Q4

FY27 organic growth guidance: low double-digits

Management Commentary:
COO Ram Krishnan was emphatic on the durability of the power cycle: "Our power business, about $2.5 billion, grew at 25%. Our control systems portion of the power business, which is primarily driven by greenfield, was up close to 45%. We are seeing strong momentum and no slowdown in power, and we expect to repeat that going into next year." The broadening of demand beyond fleet modernisation is a key signal: "Certainly, fleet modernisations is where the power activity started, but now it is broad-based — we see greenfield expansions, both brownfield and greenfield, and the greenfield activity has been very, very strong in Q4." On the FY27 growth vertical hierarchy — Power → LNG → Life Sciences → Semiconductors → Aerospace & Defense — management guided to low double-digit organic growth, with T&M expected to sustain strong high single-digit growth.

Guidance: FY27 ~5% organic growth (Software & Systems 7-8%); power business expected to repeat FY26 performance; 80bps of operating margin improvement guided.

9. Atlas Copco (ATCOA) — Vacuum & Semiconductor Equipment

3Q26 Performance: 

• Record levels of orders received, especially in semiconductor
• CEO Vagner Rego: "We continue to be very positive about the semi market. So a lot of opportunities, so we are quite positive."

Management Commentary:
Management acknowledged uncertainty around Q3/Q4 seasonality but maintained a positive stance on underlying demand fundamentals. Supply chain pressures (electronic components, geopolitical factors) were noted as margin headwinds. Market share gains noted in China.

10. Alfa Laval (ALFA SS) — Heat Transfer & Cooling

3Q26 Performance:

• Data center business targeting ~SEK 7-8 billion on a rolling 12-month basis based on current pacing
• US currently ~80% of data center business; China emerging as growth driver
• Increasing CapEx in 2027–2028 for capacity expansion

Management Commentary:
CEO Tom Erixon provided the most measured tone of the group, noting the long-term forecast is "somewhat uncertain" and expecting data center demand to "remain stable over the next 2 years" — a comment that surprised analysts. However, management is "ramping fully" to support current customer needs and investing in Chinese capacity. Order recognition requires "clear projects, clear project delivery schedules and clear down payments."

Summary Scorecard

*Siemens: fiscal Q3 (April–June), reported 6 August 2026.
†Emerson: fiscal Q4 and full-year FY26, reported 4 November 2026.

Key Risks to Monitor

• Order-to-revenue conversion timing: Multiple companies (ABB, Siemens, Schneider) noted that 2026 orders convert to 2027–2028 revenue. Any hyperscaler capex pullback in 2027 could affect new order intake, though existing backlogs provide near-term protection.
• Power permitting bottlenecks: Cited by Vertiv and others as a pacing factor — if permitting delays worsen, project timelines could slip.
• Alfa Laval's measured tone: The most cautious commentary in the group; visibility beyond 12 months described as "somewhat unclear," which warrants monitoring.
• Supply chain inflation: Atlas Copco flagged electronic component cost pressures and geopolitical supply chain disruptions as margin headwinds.
• China policy risk: Multiple companies (Schneider, ABB, Siemens) are increasingly reliant on China data center growth — a potential vulnerability if US-China tech tensions escalate post-election.

Disclaimer: This review was  by Cognitive Credit AI and is based on official reporting and Cognitive Credit's curated data. It is intended for institutional credit analysis purposes only and does not constitute investment advice.  

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