Semiconductor Equipment
EUV BottleneckEssential chipmaking equipment. ASML EUV 2027 capacity largely booked; deposition and etch lead times 1.5-2x. AI expansion cannot bypass this.
Today's focus is the AI infrastructure sector: On July 29-30, Microsoft and Amazon reported earnings — Azure grew 43%, AWS grew 37% (fastest in 18 quarters). Combined 2026 capex from the top five hyperscalers is expected to reach $690-725 billion. Cloud and AI demand continues to exceed available capacity, with semiconductor lithography and data center power generation emerging as the tightest bottlenecks; ASML's EUV tools are largely booked through 2027, while GE Vernova's gas turbine backlog extends to 2029-2030. The market has priced in AI chip demand but may not have fully reflected the multi-year order backlog in power infrastructure.
Supply Chain Landscape
The chain runs from upstream semiconductor equipment through AI chip design, networking systems, and data center power and thermal management, to cloud AI services at the use stage — 6 nodes total. Capacity bottlenecks center on semiconductor lithography (ASML EUV, 2027 production slots largely booked) and power generation equipment (GEV gas turbine backlog to 2029-2030, CAT lead times of 24-30 months).
Capital Flow: Value & Opportunities
| Name | Last Price | Change | Trend | Rationale | Action |
|---|---|---|---|---|---|
 BKR Baker Hughes Company | -- | -- | -- | Industrial gas turbine and oilfield services provider, earning order revenue from turbine equipment sales and LNG liquefaction trains. Q2 IET orders reached a record $7.1B (+101% YoY), with 76 gas turbines serving both data centers and upstream oil & gas; multi-industry expansion drives turbine demand. Monitor IET orders and backlog trends; reassess if data center and oil & gas capex contract simultaneously. | Trade |
 VRT Vertiv Holdings Co Class A | -- | -- | -- | Leading data center power and thermal management provider, earning revenue from power distribution, UPS, and liquid cooling systems. Backlog exceeds $15B and continues growing, collaborating with NVIDIA on liquid cooling reference architectures; all hyperscalers need its infrastructure for data center expansion. Monitor quarterly orders and backlog conversion; reassess if AI capex growth slows and orders contract. | Trade |
 ANET Arista Networks | -- | -- | Leading AI data center high-speed network switching provider, earning revenue from 800G/1.6T switch sales and network operating systems. Supports 30K+ GPU single-hop interconnect with leading hyperscale AI backend network share; all GPU cluster expansions require high-speed switching. Monitor quarterly revenue and AI network order growth; reassess if hyperscalers shift to in-house networking solutions. | Trade |
Industrial gas turbine and oilfield services provider, earning order revenue from turbine equipment sales and LNG liquefaction trains. Q2 IET orders reached a record $7.1B (+101% YoY), with 76 gas turbines serving both data centers and upstream oil & gas; multi-industry expansion drives turbine demand. Monitor IET orders and backlog trends; reassess if data center and oil & gas capex contract simultaneously.
Leading data center power and thermal management provider, earning revenue from power distribution, UPS, and liquid cooling systems. Backlog exceeds $15B and continues growing, collaborating with NVIDIA on liquid cooling reference architectures; all hyperscalers need its infrastructure for data center expansion. Monitor quarterly orders and backlog conversion; reassess if AI capex growth slows and orders contract.
Leading AI data center high-speed network switching provider, earning revenue from 800G/1.6T switch sales and network operating systems. Supports 30K+ GPU single-hop interconnect with leading hyperscale AI backend network share; all GPU cluster expansions require high-speed switching. Monitor quarterly revenue and AI network order growth; reassess if hyperscalers shift to in-house networking solutions.
Generated from public information · AI-assisted research only · Not investment advice · DYOR
Supply Chain Landscape
The chain runs from upstream semiconductor equipment through AI chip design, networking systems, and data center power and thermal management, to cloud AI services at the use stage — 6 nodes total. Capacity bottlenecks center on semiconductor lithography (ASML EUV, 2027 production slots largely booked) and power generation equipment (GEV gas turbine backlog to 2029-2030, CAT lead times of 24-30 months).
Semiconductor Equipment
EUV BottleneckEssential chipmaking equipment. ASML EUV 2027 capacity largely booked; deposition and etch lead times 1.5-2x. AI expansion cannot bypass this.
AI Chip Design
DesignCore AI compute. GPU ~70% share, custom ASIC growing 44.6%. NVDA GPU and AVGO custom chips advance in parallel.
Network Switching
IntegrationAI cluster high-speed networking. 800G/1.6T switches connect tens of thousands of GPUs.
Power Equipment
Power Gen BottleneckData center power heart. GEV gas turbine backlog to 2029-2030, CAT lead time 24-30 months.
Thermal & Power Dist.
DeploymentData center cooling and power distribution. AI high-density racks drive liquid cooling adoption.
Cloud AI Services
UsageHyperscale cloud and AI services. AWS +37% fastest in 18 quarters, Azure +43%.
Capital Flow: Value & Opportunities
| Name | Last Price | Change | Trend | Rationale | Action |
|---|---|---|---|---|---|
BKR Baker Hughes Company | -- | -- | -- | Industrial gas turbine and oilfield services provider, earning order revenue from turbine equipment sales and LNG liquefaction trains. Q2 IET orders reached a record $7.1B (+101% YoY), with 76 gas turbines serving both data centers and upstream oil & gas; multi-industry expansion drives turbine demand. Monitor IET orders and backlog trends; reassess if data center and oil & gas capex contract simultaneously. | Trade |
VRT Vertiv Holdings Co Class A | -- | -- | -- | Leading data center power and thermal management provider, earning revenue from power distribution, UPS, and liquid cooling systems. Backlog exceeds $15B and continues growing, collaborating with NVIDIA on liquid cooling reference architectures; all hyperscalers need its infrastructure for data center expansion. Monitor quarterly orders and backlog conversion; reassess if AI capex growth slows and orders contract. | Trade |
ANET Arista Networks | -- | -- | Leading AI data center high-speed network switching provider, earning revenue from 800G/1.6T switch sales and network operating systems. Supports 30K+ GPU single-hop interconnect with leading hyperscale AI backend network share; all GPU cluster expansions require high-speed switching. Monitor quarterly revenue and AI network order growth; reassess if hyperscalers shift to in-house networking solutions. | Trade |
Industrial gas turbine and oilfield services provider, earning order revenue from turbine equipment sales and LNG liquefaction trains. Q2 IET orders reached a record $7.1B (+101% YoY), with 76 gas turbines serving both data centers and upstream oil & gas; multi-industry expansion drives turbine demand. Monitor IET orders and backlog trends; reassess if data center and oil & gas capex contract simultaneously.
Leading data center power and thermal management provider, earning revenue from power distribution, UPS, and liquid cooling systems. Backlog exceeds $15B and continues growing, collaborating with NVIDIA on liquid cooling reference architectures; all hyperscalers need its infrastructure for data center expansion. Monitor quarterly orders and backlog conversion; reassess if AI capex growth slows and orders contract.
Leading AI data center high-speed network switching provider, earning revenue from 800G/1.6T switch sales and network operating systems. Supports 30K+ GPU single-hop interconnect with leading hyperscale AI backend network share; all GPU cluster expansions require high-speed switching. Monitor quarterly revenue and AI network order growth; reassess if hyperscalers shift to in-house networking solutions.
Generated from public information · AI-assisted research only · Not investment advice · DYOR