Group 1: Market Overview - The S&P 500 experienced a decline on the last day of September, following a surprisingly strong month, amidst ongoing government shutdown and market uncertainty [1] - The current economic direction remains unpredictable due to various unknown variables [1] Group 2: Investment Opportunities in European Stocks - ASML Holding (Netherlands) is recognized as a leader in semiconductor manufacturing, with expectations for earnings per share to increase by 6% annually in 2026 and 21% in 2027 [4] - Siemens Energy (Germany) is positioned strongly in the renewable energy sector, focusing on decarbonization and infrastructure improvements, with a solid solvency position [5] - LVMH (France) maintains a strong presence in the luxury goods market, benefiting from robust international demand and a recent price target increase by Goldman Sachs ahead of its third-quarter earnings report [6] - Adyen (Netherlands) is a rapidly growing digital payment processor, with recent research indicating stabilization despite negative investor sentiment [7]

U.S. Machinery Data Center Power Gen: How big is the onsite and standby TAM and what's different about CAT and CMI? Chad Dillard +1 917 344 8469 chad.dillard@bernsteinsg.com Miguel Marques, CFA +1 917 344 8432 miguel.marques@bernsteinsg.com Specialist Sales Steve Song +1 917 344 8401 steve.song@bernsteinsg.com This note sizes the onsite and standby data center power generation TAM and compares strategic positioning of Caterpillar & Cummins. We draw on our proprietary data center power gen model (available i ...

Core Insights - Nvidia is capturing a significant share of the AI spending boom, contributing to its valuation of nearly $5 trillion [1][12] - The new metric for AI data centers is gigawatts of computing capacity, with 1 gigawatt costing approximately $35 billion, representing a new economic foundation for AI [3][4] AI Data Center Costs - The largest cost component in an AI data center is GPUs, accounting for about 39% of total spending, with Nvidia's chips being the primary drivers [7][12] - Networking equipment constitutes around 13% of data center costs, benefiting companies like Arista Networks, Broadcom, and Marvell [14] - Power distribution and cooling infrastructure represent significant costs, with power distribution alone taking up nearly 10% of spending [16][18] Company Opportunities - Nvidia captures nearly 30% of total AI data center spending as profit due to its high gross profit margins of 70% [12] - TSMC, Nvidia's foundry partner, earns approximately $1.3 billion per gigawatt from manufacturing GPU components [12] - Other chipmakers like AMD and Intel are attempting to catch up, while hyperscalers such as Google, Amazon, and Microsoft are investing in custom AI accelerators [13] Infrastructure and Operational Costs - Real estate, electricity, and labor account for about 10% of upfront costs, with operational costs being relatively low [18] - The annual electricity cost to run a 1 gigawatt AI data center is about $1.3 billion, and personnel costs are minimal, with only 8 to 10 staff members typically required [18] - The bottleneck is shifting towards power availability, with companies like Siemens Energy and GE Vernova experiencing increased orders for turbines and grid infrastructure [19]

Core Insights - T-Mobile has been selected by Siemens Energy to implement its SuperMobile solution for improved connectivity across Siemens' U.S. operations [1] - Siemens Energy plays a significant role in the U.S. energy sector, supporting nearly 25% of the country's energy generation [1] Company Overview - T-Mobile is recognized as America's Best Mobile Network, indicating its strong position in the telecommunications industry [1] - Siemens Energy is a leading energy technology company, highlighting its importance in the global energy market [1] Operational Impact - The SuperMobile solution will enhance connectivity for Siemens Energy's manufacturing sites and remote installation and service jobs, indicating a focus on operational efficiency [1]

Investment Rating - The report suggests a positive outlook on the nuclear power sector, particularly focusing on small modular reactors (SMRs) as a key energy solution for AI data centers, driven by recent administrative actions from the Trump administration [5][48][50]. Core Insights - The collaboration between OpenAI, Oracle, and Vantage Data Centers to build the "Lighthouse" Stargate data center cluster in Wisconsin is a significant development, contributing to the expansion of IT capacity in the U.S. [1][12]. - The U.S. grid reliability is under threat, with warnings from NERC about a potential "five-alarm fire" risk, indicating urgent infrastructure needs [1][26]. - The demand for gas turbines is expected to grow, driven by the re-industrialization and development of AI data centers, despite a stable electricity demand in the U.S. [18][22]. - The report highlights a robust growth in the transformer export market, particularly from China and South Korea, indicating a strong demand for electrical equipment [38][39]. Summary by Sections Global Infrastructure and Construction Equipment - North America's data center vacancy rates have reached a historic low of 1.6%, reflecting strong demand [8]. - The average price for 250 to 500 kW cabinets has increased by 2.5%, while those over 10 MW have surged by 19% due to limited power supply and rising construction costs [8]. Global Electrical and Intelligent Equipment - The gas turbine price index increased by 3.43% year-on-year as of August 2025, indicating a stable competitive landscape [15]. - The U.S. electrical transformer production price index remained stable at 440.55, with a year-on-year increase of 2.5% [29]. Global Energy Industry - The average spot price of electricity in major U.S. regions rose by 21.32% week-on-week, with a significant increase in clean energy installations [3]. - The collaboration between Oklo and Newcleo to develop advanced fuel manufacturing infrastructure in the U.S. is a notable advancement in the nuclear sector [3]. Global New Materials - The global uranium spot price increased by 10% month-on-month, reflecting a tightening supply [4]. - The price index for steel pipes and stainless steel rose by 0.58% month-on-month, indicating a positive trend in the materials market [4]. Key Company Insights and Commentary - GE Vernova is expanding its capabilities in the nuclear sector, with a focus on high-voltage equipment and small modular reactors [43]. - Siemens Energy is actively investing in expanding its transformer manufacturing capacity in Germany, indicating strong order reserves [43]. - ABB has signed significant contracts for electrification projects, showcasing its commitment to energy management solutions [41].

Core Insights - Barclays Plc is re-entering Saudi Arabia after an 11-year absence, indicating a strategic expansion and validation of Riyadh's status as a corporate hub in the Middle East [1][2] - The bank plans to secure a new investment banking license and open offices in Riyadh by early 2026, aligning with Saudi Arabia's Vision 2030 plan to diversify its economy [2] - The kingdom's Investment Minister emphasized the long-term partnership approach, highlighting the importance of trust in financial commitments [2] Group 1: Barclays' Re-entry - Barclays exited Saudi Arabia in 2014 and is now returning with plans for a new investment banking license [2] - The bank's CEO stated the importance of working with trusted partners for long-term commitments [2] - Barclays joins other financial giants like Citigroup, Goldman Sachs, and HSBC in establishing a presence in Saudi Arabia [2] Group 2: Vision 2030 and Regional Headquarters Program - Saudi Arabia's Vision 2030 plan is reported to be 85% complete, having attracted over 675 regional headquarters, surpassing the original target of 500 [3] - The Regional Headquarters Program, launched in 2021, aims to position Riyadh as the economic center of the Middle East, with multinational companies relocating operations to the capital [4] - The program offers incentives such as 30-year tax exemptions and streamlined regulations to attract businesses [3][4] Group 3: Economic Transformation and Opportunities - Riyadh's transformation, supported by projects like NEOM and the Public Investment Fund, presents lucrative opportunities for capital providers [4] - Executives from various companies highlighted the program's impact on localization, manufacturing, and innovation, with significant investments in ICT and energy sectors [5][6] - Companies like Lenovo and Siemens Energy are expanding operations and exports from their regional headquarters in Riyadh [5][6]

Core Insights - Delfin Midstream has signed a letter of award (LoA) with Samsung Heavy Industries (SHI) for the first floating liquefied natural gas (FLNG) vessel at the Delfin LNG project, moving towards a final investment decision (FID) [1][2] - The project is set to have an FID in November 2025 and aims to establish the first LNG export deep-water port facility in the US, with a production capacity of up to 13.2 million tonnes per annum (mtpa) [2][5] - The collaboration between Delfin Midstream and SHI will extend to the second and third FLNG vessels, with a focus on strategic business opportunities including shipbuilding cooperation [3][4] Project Details - The LoA designates SHI as the exclusive engineering, procurement, construction, and installation (EPCI) contractor, granting Delfin exclusive construction rights at SHI's dock [1][2] - An early engagement phase and project de-risking will be initiated to prepare for execution, following Delfin's procurement of gas turbine manufacturing capacity from Siemens Energy [2] - The Delfin project is expected to contribute to the economy and create jobs over the long term, with a heads of agreement signed for the long-term supply of 1.5 mtpa of LNG for a minimum of 15 years [5] Leadership Perspective - Delfin Midstream CEO Dudley Poston expressed satisfaction with the progress towards FID, emphasizing the strengthening of the construction pathway for all three FLNG vessels and the potential for increased cooperation in trade and energy between Korea and the USA [4]

Core Insights - GE Vernova has emerged as a significant player in the energy transition market, with shares trading around $640 since its April 2024 listing, driven by investor interest in global energy transition and AI demand [2][7] - The company is projected to generate approximately $37 billion in revenue by 2025, with potential growth to $55–60 billion by 2028 if strategic initiatives are successfully implemented [3][5] - Achieving a stock price of $1,000 is feasible if GE Vernova maintains rapid revenue growth and enhances profitability, but it faces challenges due to high current valuations [4][8] Revenue Growth & Valuation - For GE Vernova to reach a stock price of $1,000, it requires robust revenue growth, significant margin expansion, and sustained investor confidence in its long-term earnings potential [3][5] - The company is expected to improve operating margins to the mid-teens, potentially resulting in net income of around $6–7 billion [3] Growth Drivers - The global electrification boom is driving investments in grid resilience and renewable energy, positioning GE Vernova favorably for long-term growth [5] - Increased demand from hyperscale data centers for stable, high-efficiency power systems is a key area for GE Vernova's gas turbines and grid solutions [5] - The onshore wind sector is showing signs of recovery, with offshore wind expected to contribute to growth by 2027 [5] Valuation Considerations - GE Vernova is currently valued as a leader in energy transformation, with a forward P/E ratio of nearly 50×, suggesting a potential equity value of $900–1,000 per share if growth expectations are met [4][8] - The company’s high valuation leaves little room for error, as any execution issues could lead to significant declines in stock price [10] Risks and Challenges - The company faces execution risks in delivering margin improvements across its various segments, which is critical for maintaining investor confidence [10] - Capital intensity of renewable and grid projects poses a risk, as delays or cost overruns could impact free cash flow [10] - Competitive pressures from companies like Siemens Energy and Hitachi Energy could affect GE Vernova's market share and margins [10]

Core Insights - Major manufacturers like Siemens Energy and Mitsubishi Power are cautious due to historical experiences, but underestimating demand could have significant consequences [1] - GE Vernova faces a strategic challenge in balancing short-term profitability with the risk of losing market share if competitors ramp up successfully [2] - The industry's Big Three must consider whether the risk of a price crash from oversupply in five years outweighs the immediate loss of billions in delayed orders, especially with ongoing demand for dispatchable power for data centers [3] Industry Dynamics - There is a turbine supply crisis, with wait times for new combined-cycle turbines extending toward seven years, leading some data center operators to use single-cycle gas turbines [3] - A senior executive from Crusoe highlighted the urgency for power in the industry, noting the limitations in options for energy sources and the lengthy manufacturing time for precision turbines [4] - The demand for gas turbines is increasing globally, as developing countries replace coal with gas, further complicating the supply issue [4] Economic Implications - The Institute for Energy Economics and Financial Analysis reported that the imbalance between supply and demand for gas turbines is raising costs for new gas-fired power plants in Vietnam and the Philippines, with wait times extending to seven or eight years [5] - The report advocates for the rapid expansion of low-cost renewables and storage, but emphasizes that the current shortage in gas turbines is due to the unique need for dispatchable electricity, which gas provides [5]

Summary of Key Points from the Conference Call Industry Overview - The focus is on the **data center power demand** driven by AI and non-AI applications, with a projected growth of **175% by 2030** compared to 2023 levels, equivalent to adding a top 10 consuming country [1][6][20]. Core Drivers of Power Demand 1. **Pervasiveness of AI**: The widespread adoption of AI solutions is critical for long-term demand growth and elasticity in response to energy and compute productivity gains [5][20]. 2. **Productivity of Servers**: New-generation AI chips and efficient compute usage are expected to influence aggregate power demand positively [15][20]. 3. **Electricity Prices**: Rising supply costs for both green and non-green power options are not anticipated to constrain demand significantly due to the strong financial positions of hyperscalers [36][39]. 4. **Policy Initiatives**: The sunsetting of the Inflation Reduction Act incentives may impact future sourcing but is not expected to affect near-term power capacity growth [38][39]. 5. **Parts Availability**: Equipment availability will be a key driver for power capacity growth, particularly in renewables and natural gas [12][48]. 6. **People Availability**: The need for skilled labor in infrastructure construction and maintenance poses a risk to meeting power demand growth [58][60]. Investment Opportunities - Attractive investment opportunities are identified across the power supply chain, particularly in utilities and companies involved in data center power demand ecosystems [2][13][14]. Power Demand Growth Projections - The **US power demand growth** is expected to accelerate to **2.6% CAGR through 2030**, with data centers contributing approximately **11%** of total demand by that year, up from **4%** in 2023 [69][70]. - An estimated **82 GW** of new capacity will be required to meet data center demand, with a split of **60%** from natural gas and **40%** from renewables [70][76]. Emissions and Environmental Impact - Data center emissions are projected to double by 2030 compared to 2023 levels, with a significant increase in carbon dioxide emissions expected [55][56]. Labor Market Implications - An estimated **510,000 jobs** will be needed in the US and **250,000 jobs** in Europe to meet the rising power demand by 2030, highlighting a potential labor shortage in skilled positions [58][62]. Conclusion - The data center power demand landscape is evolving rapidly, driven by AI advancements and increasing energy needs. The interplay of technological, economic, and policy factors will shape the future of power sourcing and investment opportunities in this sector.