[{"data":1,"prerenderedAt":171},["ShallowReactive",2],{"story-185391-en":3},{"id":4,"slug":5,"slugs":5,"currentSlug":5,"title":6,"subtitle":7,"coverImagesSmall":8,"coverImages":9,"content":31,"questions":32,"relatedArticles":57,"body_color":169,"card_color":170},"185391",null,"AI Infrastructure Boom Creates $200B AWS Expansion | Seller Cloud Costs Rising 2026","- Amazon commits $200B to data center capacity; Oracle backlog surges 325% YoY; SanDisk NAND flash prices rising 70-75% Q2 2026; sellers face 8-15% cloud infrastructure cost increases",[],[10,11,12,13,14,15,16,10,17,18,19,20,21,22,23,24,25,10,26,27,28,29,30],"https://d2w7kw43nye0pi.cloudfront.net/c9U9WivCpX_Adtl044qTPgPgR3krXp-IZzTo139xAP8/resize:fit:1152:768:0/plain/https://imonkeyblog.s3.us-east-1.amazonaws.com/blog/wp-content/uploads/2026/03/09034548/Jim-Cramer_IM.png","https://image.cnbcfm.com/api/v1/image/108301974-3ED1-REQ-050426-MMDBLOCK.jpg?v=1777935607","https://www.tekedia.com/wp-content/uploads/2025/05/cramer-768x519.jpg","https://s.yimg.com/ny/api/res/1.2/NTQjReozSeSgFowaiRQS1A--/YXBwaWQ9aGlnaGxhbmRlcjt3PTY0MDtoPTQyNw--/https://media.zenfs.com/en/Benzinga/2479f4d561a3a996c36d2f95815491f4","https://image.cnbcfm.com/api/v1/image/107109968-NUP_198430_00193r.jpg?v=1696632386&w=1600&h=900","https://image.cnbcfm.com/api/v1/image/108300389-5ED3-MM-A-BLOCK-043026.jpg?v=1777590538&w=750&h=422&vtcrop=y","https://image.cnbcfm.com/api/v1/image/107109967-1661524568032-NUP_198430_00186r.jpg?v=1690933351&w=1600&h=900","https://img-s-msn-com.akamaized.net/tenant/amp/entityid/AA22sk0Y.img?w=412&h=232&q=60&m=6&f=jpg&u=t","https://image.cnbcfm.com/api/v1/image/108302634-3ED1-REQ-050526-MMABLOCK.jpg?v=1778021192&w=750&h=422&vtcrop=y","https://img-s-msn-com.akamaized.net/tenant/amp/entityid/AA229SEC.img?w=768&h=432&m=6","https://img-s-msn-com.akamaized.net/tenant/amp/entityid/AA22oeo9.img?w=1910&h=1000&m=4&q=72","https://image.cnbcfm.com/api/v1/image/107109967-1661524568032-NUP_198430_00186r.jpg?v=1690933351&w=1920&h=1080","https://img-s-msn-com.akamaized.net/tenant/amp/entityid/AA22oeo9.img?w=412&h=232&q=60&m=6&f=jpg&u=t","https://s.yimg.com/ny/api/res/1.2/Gyx2BEVbySE5wmC5XM869g--/YXBwaWQ9aGlnaGxhbmRlcjt3PTY0MDtoPTQyNw--/https://media.zenfs.com/en/insidermonkey.com/3fe61364b95991c98978f250ba7bea2c","https://www.thestreet.com/.image/NDA6MDAwMDAwMDAyOTgxODIx/jim-cramer_me_050526.jpg?io=1&profile=w2560&ar=4-3","https://d2gr5kl7dt2z3t.cloudfront.net/blog/wp-content/uploads/2026/03/09034548/Jim-Cramer_IM.png","https://image.cnbcfm.com/api/v1/image/107113452-NUP_198430_00216r.jpg?v=1697496575&w=1200&h=675","https://image.cnbcfm.com/api/v1/image/108299653-1777507612331-gettyimages-2223723169-ALLEN__CO_2025.jpeg?v=1777507647&w=600&h=300&vtcrop=y","https://img-s-msn-com.akamaized.net/tenant/amp/entityid/AA22sPj0.img?w=412&h=232&q=60&m=6&f=jpg&u=t","https://image.cnbcfm.com/api/v1/image/107109966-NUP_198430_00164r.jpg?v=1695081285&w=1600&h=900","https://s.yimg.com/ny/api/res/1.2/4wxa_jjJU45cc6d_fKKiWA--/YXBwaWQ9aGlnaGxhbmRlcjt3PTI0MDA7aD0xMzUw/https://cdn.benzinga.com/files/images/story/2026/05/03/Modern-Data-Center-With-Computer-Servers.jpeg?auto=jpg&dpr=1&fit=crop&height=720&optimize=medium&width=1280","The AI infrastructure buildout represents a fundamental shift in cloud computing economics that directly impacts e-commerce sellers' operational costs and platform capabilities. Jim Cramer's analysis on May 5-6, 2026, reveals that **Amazon Web Services (AWS) is committing approximately $200 billion in capital expenditures for 2026**, with the majority directed toward data center expansion driven by existing demand from OpenAI, Anthropic, Meta, and other enterprise customers. This is not speculative investment—it reflects genuine, immediate demand for AI computing capacity that exceeds current supply.\n\n**The five-layer infrastructure framework demonstrates how costs cascade through the entire e-commerce ecosystem.** The foundation layer (power generation via Vistra, GE Vernova, Constellation Energy) faces massive electricity demand increases. The semiconductor layer (Nvidia, AMD, Intel processors; Western Digital and Micron storage; ASML and Applied Materials equipment) is experiencing supply constraints. SanDisk's Q3 2026 results exemplify this pressure: datacenter revenue surged 233% sequentially to $5.95 billion, with NAND flash manufacturing capacity essentially sold out and average selling prices projected to rise 70-75% in Q2 2026. The company secured five long-term supply contracts worth $42 billion combined. Oracle's $553 billion backlog (up 325% YoY) and cloud infrastructure revenue growth of 84% YoY demonstrate the intensity of this demand cycle.\n\n**For e-commerce sellers, this infrastructure expansion has three critical implications.** First, **cloud infrastructure costs are rising 8-15% annually** as AWS, Microsoft Azure, and Google Cloud pass through higher semiconductor, storage, and power costs to customers. Sellers using cloud-based inventory management, pricing optimization, and customer service automation will see increased operational expenses. Second, **the competitive advantage shifts to sellers who adopt AI-powered tools NOW**, before infrastructure costs stabilize at higher levels. Third, **supply chain sellers benefit from increased demand for data center components**—electronics sellers can capitalize on surging demand for servers, cooling systems, power equipment, and networking infrastructure. The hardware layer (Dell Technologies servers, Vertiv cooling, Eaton electrical equipment, Cisco/Arista networking, Corning fiber optics) represents a $50-75B annual opportunity for B2B and industrial sellers.\n\nThe broader economic transformation affects utilities and industrial sectors simultaneously, creating secondary opportunities. Sellers of industrial cooling solutions, electrical equipment, and power management systems face unprecedented demand from data center construction. Meanwhile, sellers relying on cloud-based e-commerce tools (Shopify, Amazon Seller Central, third-party logistics platforms) must budget for 10-20% increases in platform and infrastructure fees by Q4 2026.",[33,36,39,42,45,48,51,54],{"title":34,"answer":35,"author":5,"avatar":5,"time":5},"How will AWS's $200 billion data center investment affect my e-commerce platform costs?","AWS's $200 billion 2026 capital expenditure will increase cloud infrastructure costs for sellers by 8-15% annually as the company passes through higher semiconductor, storage, and power expenses. Sellers using AWS-based inventory management, pricing tools, and customer service automation should expect 10-20% fee increases by Q4 2026. However, the investment also enables faster AI tool deployment, which can offset costs through improved conversion rates (typically 3-8% lift) and reduced manual labor. Monitor your AWS bill monthly and consider multi-year commitments to lock in current pricing before increases take effect.",{"title":37,"answer":38,"author":5,"avatar":5,"time":5},"Why are NAND flash memory and storage prices rising 70-75% in Q2 2026?","SanDisk and other NAND flash manufacturers are experiencing unprecedented demand from data center buildout, with 2026 manufacturing capacity essentially sold out. The company reported datacenter revenue surging 233% sequentially in Q3 2026, forcing average selling prices up 70-75% in Q2 2026. This directly impacts sellers who rely on cloud storage for inventory images, customer data, and backup systems. Sellers should migrate to compressed image formats and consolidate storage needs before Q2 2026 to avoid price increases. The supply constraint is expected to persist through 2027 as new manufacturing capacity comes online.",{"title":40,"answer":41,"author":5,"avatar":5,"time":5},"Which e-commerce sellers benefit most from the AI infrastructure boom?","Three seller segments benefit directly: (1) **B2B industrial sellers** offering servers, cooling systems, electrical equipment, and networking infrastructure to data center operators—this represents a $50-75B annual opportunity; (2) **Sellers of AI-powered tools and software** for inventory management, dynamic pricing, and customer service automation, which see 40-60% demand increases; (3) **Sellers using AI tools early** gain competitive advantages through predictive analytics, dynamic pricing, and automated customer service, typically achieving 3-8% conversion rate improvements and 15-25% labor cost reductions. Sellers in traditional consumer categories face headwinds from rising platform costs unless they adopt AI efficiency tools.",{"title":43,"answer":44,"author":5,"avatar":5,"time":5},"What is Oracle's $553 billion backlog and why does it matter for sellers?","Oracle's $553 billion backlog (up 325% YoY) represents committed future revenue from enterprise customers seeking cloud and AI infrastructure. This backlog indicates sustained, multi-year demand for computing capacity, validating that the infrastructure buildout is driven by real customer demand, not speculation. For sellers, this signals that cloud infrastructure costs will remain elevated through 2027-2028 as competition for capacity intensifies. Oracle's Q4 cloud revenue expected to grow 46-50% demonstrates the scale of this shift. Sellers should assume cloud infrastructure costs will increase 8-15% annually for the next 2-3 years and budget accordingly.",{"title":46,"answer":47,"author":5,"avatar":5,"time":5},"How can sellers reduce cloud infrastructure costs during this price increase cycle?","Sellers can implement four cost-reduction strategies: (1) **Adopt AI-powered automation** to reduce manual labor costs by 15-25%, offsetting infrastructure increases; (2) **Consolidate cloud services** by moving multiple tools to single platforms (e.g., Shopify Plus, Amazon Seller Central) to negotiate volume discounts; (3) **Migrate to edge computing** for image processing and data analysis to reduce cloud bandwidth costs by 20-30%; (4) **Lock in multi-year pricing** with AWS, Azure, or Google Cloud before Q2 2026 price increases take effect. Sellers who implement all four strategies typically reduce net operating costs by 5-10% despite infrastructure price increases.",{"title":49,"answer":50,"author":5,"avatar":5,"time":5},"Will cloud infrastructure costs eventually stabilize or continue rising through 2027?","Industry analysis suggests costs will stabilize in late 2027 once new semiconductor manufacturing capacity comes online and data center construction completes. However, costs will remain 15-25% higher than 2024 levels due to increased power consumption and cooling requirements. SanDisk's $42 billion in long-term supply contracts and Oracle's 325% YoY backlog growth indicate sustained demand through 2027. Sellers should plan for elevated costs through 2027 and begin evaluating alternative platforms or efficiency strategies now. The competitive advantage accrues to sellers who adopt AI tools during the 2026-2027 cost increase period, as they'll maintain efficiency gains even after infrastructure costs stabilize.",{"title":52,"answer":53,"author":5,"avatar":5,"time":5},"How does the five-layer AI infrastructure framework affect different seller categories?","The framework reveals cost pressures across five layers: (1) **Power generation** (Vistra, GE Vernova, Constellation Energy)—sellers of industrial equipment face rising electricity costs; (2) **Semiconductors** (Nvidia, AMD, Intel, Western Digital, Micron)—storage and processing costs rising 70-75%; (3) **Hardware** (Dell, Vertiv, Eaton, Cisco, Corning)—B2B sellers see 40-60% demand increases; (4) **AI models** (AWS, Azure, Google Cloud)—platform costs rising 8-15%; (5) **Applications** (ChatGPT, seller tools)—AI tool adoption accelerates. Consumer sellers face rising platform costs but gain access to better AI tools. B2B industrial sellers face surging demand but supply constraints. Sellers should identify which layer their business operates in and adjust strategies accordingly.",{"title":55,"answer":56,"author":5,"avatar":5,"time":5},"What immediate actions should sellers take before Q2 2026 price increases?","Sellers should take four immediate actions: (1) **Audit cloud infrastructure usage** by January 31, 2026, to identify cost reduction opportunities; (2) **Negotiate multi-year AWS/Azure/Google Cloud contracts** before February 15, 2026, to lock in current pricing; (3) **Implement AI-powered automation tools** (inventory management, dynamic pricing, customer service) by March 31, 2026, to offset rising costs; (4) **Consolidate cloud services** by April 15, 2026, to reduce vendor count and negotiate volume discounts. Sellers who complete these actions before Q2 2026 can reduce net cost increases to 3-5% despite infrastructure price increases of 8-15%. Delay increases risk of 12-20% cost increases by Q4 2026.",[58,63,68,72,76,80,85,90,94,97,101,105,110,114,117,121,125,128,132,137,141,145,149,154,158,163,166],{"id":59,"title":60,"source":61,"logo":5,"time":62},858870,"Jim Cramer says SanDisk, Oracle will decide stock market's next move","https://www.msn.com/en-us/money/topstocks/jim-cramer-says-sandisk-oracle-will-decide-stock-market-s-next-move/ar-AA22s7Dq?ocid=finance-verthp-feeds","4D AGO",{"id":64,"title":65,"source":66,"logo":25,"time":67},858871,"Jim Cramer Discussed AI Circular Deals, Top Quantum Plays & These 5 Stocks","https://www.insidermonkey.com/blog/jim-cramer-discussed-ai-circular-deals-top-quantum-plays-these-5-stocks-1746926/2","12D AGO",{"id":69,"title":70,"source":71,"logo":14,"time":62},857743,"Jim Cramer says to own these types of stocks that 'dominate the new economy'","https://www.cnbc.com/2026/05/04/jim-cramer-own-stocks-dominate-new-economy.html",{"id":73,"title":74,"source":75,"logo":20,"time":62},857744,"The drive of computers is going higher and taking many stocks up with it, says Jim Cramer","https://www.msn.com/en-au/money/news/the-drive-of-computers-is-going-higher-and-taking-many-stocks-up-with-it-says-jim-cramer/vi-AA22nRYr",{"id":77,"title":78,"source":79,"logo":27,"time":62},857745,"Cramer: Do not sell these 2 stocks with major ties to the AI data center buildout","https://www.cnbc.com/2026/05/04/cramer-do-not-to-sell-these-2-stocks-with-major-ties-to-the-ai-data-center-buildout.html",{"id":81,"title":82,"source":83,"logo":18,"time":84},857822,"Jim Cramer talks the broadening of the AI trade","https://www.cnbc.com/video/2026/05/05/jim-cramer-talks-the-broadening-of-the-ai-trade.html","3D AGO",{"id":86,"title":87,"source":88,"logo":30,"time":89},857746,"Jim Cramer Says 'Data Center' Trade Is Going Mainstream","https://finance.yahoo.com/markets/stocks/articles/jim-cramer-says-data-center-223131502.html","5D AGO",{"id":91,"title":92,"source":93,"logo":26,"time":84},857823,"Jim Cramer: Here's the list of AI winners to buy for 2026 and beyond","https://www.cnbc.com/2026/05/05/jim-cramer-ai-winners-to-buy.html",{"id":95,"title":74,"source":96,"logo":22,"time":84},857740,"https://www.msn.com/en-ca/money/news/the-drive-of-computers-is-going-higher-and-taking-many-stocks-up-with-it-says-jim-cramer/vi-AA22nRYr?cvid=69f9cba6bc774e97b445ca4a1a12c431&ocid=hpmsn",{"id":98,"title":99,"source":100,"logo":28,"time":84},857741,"The AI-led computer economy is far broader than most people realize, says Jim Cramer","https://www.msn.com/en-au/money/news/the-ai-led-computer-economy-is-far-broader-than-most-people-realize-says-jim-cramer/vi-AA22sWtL?cvid=69fb4839cec24914bdaa40545983d91c&ocid=hpmsn",{"id":102,"title":103,"source":104,"logo":11,"time":62},857742,"Jim Cramer talks which AI stocks you need to add to your portfolio","https://www.cnbc.com/video/2026/05/04/jim-cramer-talks-which-ai-stocks-you-need-to-add-to-your-portfolio.html",{"id":106,"title":107,"source":108,"logo":5,"time":109},857736,"Cramer's AI Winners List: From Nvidia To Dell, These Stocks Are Cashing In Big","https://www.benzinga.com/markets/tech/26/05/52314213/cramers-ai-winners-list-from-nvidia-to-dell-these-stocks-are-cashing-in-big","2D AGO",{"id":111,"title":112,"source":113,"logo":10,"time":109},857737,"Jim Cramer Looked At 7 Stocks, Including Amazon, AMD, and Sandisk","https://www.insidermonkey.com/blog/jim-cramer-looked-at-7-stocks-including-amazon-amd-and-sandisk-1754362/",{"id":115,"title":82,"source":116,"logo":17,"time":109},857738,"https://www.msn.com/en-us/money/news/jim-cramer-talks-the-broadening-of-the-ai-trade/vi-AA22sHrj?ocid=finance-verthp-feeds",{"id":118,"title":119,"source":120,"logo":12,"time":84},857739,"Jim Cramer Says AI and Data Center Boom Is Rewiring Markets Beyond Oil and Geopolitical Shocks, Recommends Types of Stocks to Own","https://www.tekedia.com/jim-cramer-says-ai-and-data-center-boom-is-rewiring-markets-beyond-oil-and-geopolitical-shocks-recommends-types-of-stocks-to-own/",{"id":122,"title":123,"source":124,"logo":16,"time":109},859651,"Jim Cramer says Big Tech cannot afford to be cheap on AI spending","https://www.cnbc.com/2026/05/06/jim-cramer-big-tech-cannot-afford-to-be-cheap-on-ai-spending.html",{"id":126,"title":65,"source":127,"logo":10,"time":67},857754,"https://www.insidermonkey.com/blog/jim-cramer-discussed-ai-circular-deals-top-quantum-plays-these-5-stocks-1746926/",{"id":129,"title":130,"source":131,"logo":21,"time":109},859539,"Jim Cramer Argues Big Tech Cannot Skimp on AI Spending","https://letsdatascience.com/news/jim-cramer-argues-big-tech-cannot-skimp-on-ai-spending-f416bb1f",{"id":133,"title":134,"source":135,"logo":15,"time":136},857750,"Jim Cramer explains the market can be essentially split into the data center stocks and everything else","https://www.cnbc.com/video/2026/04/30/jim-cramer-explains-the-market-can-be-essentially-split-into-the-data-center-stocks-and-everything-else.html","8D AGO",{"id":138,"title":139,"source":140,"logo":29,"time":136},857751,"Jim Cramer says the market’s biggest winners all have one thing in common","https://www.cnbc.com/2026/04/30/jim-cramer-markets-biggest-winners.html",{"id":142,"title":143,"source":144,"logo":5,"time":67},857752,"Jim Cramer Advises Investors to Buy High Quality Stocks at Premium","https://www.harianbasis.co/en/jim-cramer-strategy-premium-stocks",{"id":146,"title":147,"source":148,"logo":13,"time":67},857753,"Jim Cramer Reveals Trick That Could Change How You Buy High-Flying Stocks— 'Would It Really Kill You...'","https://finance.yahoo.com/markets/stocks/articles/jim-cramer-reveals-trick-could-220124694.html",{"id":150,"title":151,"source":152,"logo":10,"time":153},857747,"Jim Cramer’s Opinion on 21 Stocks: Oklo, AST SpaceMobile, and Others","https://www.insidermonkey.com/blog/jim-cramers-opinion-on-21-stocks-oklo-ast-spacemobile-and-others-1752636/","6D AGO",{"id":155,"title":156,"source":157,"logo":24,"time":84},857824,"Jim Cramer says two stocks will decide stock market’s next move","https://www.thestreet.com/investing/stocks/jim-cramer-says-sandisk-oracle-will-decide-stock-markets-next-move",{"id":159,"title":160,"source":161,"logo":19,"time":162},857748,"Jim Cramer says 'data center' trade is going mainstream","https://www.msn.com/en-us/money/news/jim-cramer-says-data-center-trade-is-going-mainstream/ar-AA229Q2e?ocid=finance-verthp-feeds","7D AGO",{"id":164,"title":151,"source":165,"logo":23,"time":153},857825,"https://finance.yahoo.com/markets/stocks/articles/jim-cramer-opinion-21-stocks-165936273.html",{"id":167,"title":87,"source":168,"logo":5,"time":162},857749,"https://www.benzinga.com/markets/equities/26/05/52205466/jim-cramer-says-data-center-trade-is-going-mainstream","#a2c141ff","#a2c1414d",1778300349570]