Cloud & Digital Infrastructure

105.2+5.2%All 103.5 +3.5%

Every time you open an app, stream a movie, or ask AI a question, behind it sits an army of servers, buildings the size of a city, undersea fiber, and enormous amounts of electricity. This is the "plumbing and power" of the digital age — and right now the whole world is pouring money into building it, at a scale where global data-center investment is set to top $1 trillion a year. This lesson is the map that strings the 9 categories together — from the power and land at the base, up to the software we use — showing how they stack into "layers," where the money piles up, and why the real bottleneck has become "electricity" (each category has its own deep-dive chapter).

Theme index · base 100 · USD total return

Why is Cloud & Digital Infrastructure moving?

Q2 2026
▲2▼2

AI infrastructure demand broadened, but supply limits and inflation risks emerged

  • Hyperscaler cloud revenue and capex surged Google Cloud revenue jumped 63%, Oracle 47%, and AWS 28%. Alphabet, Amazon, and Meta announced massive spending plans on AI data centers, showing demand remains strong.

    This is the core positive force: cloud providers are growing fast and investing heavily, which drives the whole sector.

  • AI chip, memory, and power deals boomed Broadcom's AI revenue soared 143%, Micron guided $7B above expectations, and Chevron signed a 20-year gas deal for 2.67 GW. These show the supply chain is scaling to meet AI demand.

    It highlights that the boom is spreading beyond cloud to chips, memory, and energy—key enablers of AI infrastructure.

  • IT services weakness and supply constraints Accenture cut guidance and its stock fell 19%, signaling weaker IT services spending. Google had to ration AI capacity to Meta due to supply shortages, showing demand is outpacing available infrastructure.

    This is a real counterweight: not all parts of tech are booming, and supply bottlenecks could limit growth.

  • Competition and inflation risks mount New competitors like SpaceX, Meta, SoftBank, and Qualcomm threaten pricing. The Fed warned the $745B AI buildout could fuel inflation and keep interest rates higher for longer.

    These are emerging risks that could pressure profits and valuations, making the outlook more uncertain.

Latest
▼3▲1

AI cloud demand locks in record backlogs, but war, debt and regulation bite

  • Record multi-year cloud contracts lock in demand Anthropic's IPO filing shows $518B of cloud and computing commitments, including about $110B owed to AWS over a decade, plus $180B of contracted infrastructure and 2.5GW of Nvidia capacity. Microsoft plans to triple data-center capacity to 38GW by 2032, and Amazon raised 2026 capex to about $220B. Demand is contracted years ahead, not just hoped for.

    Biggest new evidence that AI cloud demand is locked in for years, the core force behind the theme.

  • Middle East war damages data centers and disrupts capacity Iranian drone strikes hit AWS data centers in Bahrain and the UAE, and an Oracle facility in Dubai was targeted. AWS still cannot restore one of three zones in its UAE region. The region holds about 3% of global data-center capacity, and Microsoft's $15B UAE plan is now at risk. This is the first time military conflict has disrupted a major cloud region.

    A new physical and geopolitical risk to cloud capacity that investors had not priced before.

  • Debt-funded buildout strains finances as borrowing costs rise AI-linked bond issuance topped $400B this year, with hyperscalers expected to spend $800B on capex. Oracle's $18B Project Jupiter data-center debt trades at 89-91 cents on the dollar after an S&P downgrade, and Oracle has negative free cash flow of $23.7B. Alibaba's free cash outflow deepened to RMB44.7B. Cheap money is no longer guaranteed.

    Shows the funding side of the buildout is getting harder, a real counterweight to demand.

  • EU regulation and new competition pressure cloud leaders The EU is set to designate AWS and Azure under the Digital Markets Act, forcing interoperability and anti-lock-in rules, while Google appeals a DMA order to share Gemini and Search data. Meta launched an enterprise platform, hitting Microsoft, Oracle and software peers. Regulation and new entrants raise costs and squeeze pricing power.

    New regulatory and competitive threats that could cap growth and margins for the biggest cloud firms.

Q3 2026
▲2▼2

AI demand stayed hot, but power, debt, and local pushback raised risks

  • Cloud demand and backlogs hit records Azure, Google Cloud, and AWS grew sharply, with Microsoft and Oracle reporting record backlogs ($678B and $664B). Spending spread beyond chips into fiber, cooling, and software, showing AI demand is broadening across the infrastructure stack.

    Shows the core demand driver that kept the sector strong this quarter.

  • Deals and financing surged Nvidia, Broadcom, and others announced major deals, and over $500B in new financing flowed in. This shows investors and suppliers are still betting big on AI infrastructure growth.

    Highlights the capital and deal momentum that fueled the sector.

  • Power, memory, and debt strains Power grid strain, memory shortages, and record AI debt (over $400B in bonds) raised payback worries. Alphabet, Amazon, and Oracle burned cash, and Oracle held $260B in off-balance-sheet leases. The Fed's rate hike made borrowing costlier.

    Captures the key financial and supply risks that emerged this quarter.

  • Local opposition and geopolitical shocks Local opposition delayed about 75 projects worth $130B, and Middle East drone strikes damaged AWS and Oracle facilities. EU DMA rules and Meta's entry into enterprise cloud threatened incumbents' pricing power.

    Shows the regulatory, geopolitical, and competitive headwinds that added pressure.

News & notes moving Cloud & Digital Infrastructure
United States
Edge & Content Delivery▲2impact 4

Akamai's $11.6 Billion Anthropic Deal Draws Cramer's Attention

Akamai Technologies announced an approximately $11.6 billion agreement supporting Anthropic's central processing unit workloads, a deal that also provides for a potential additional $9 billion in business beyond the initial commitment. On Mad Money, Jim Cramer said the seven-year contractual commitment works out to $1.66 billion per year, more than a third of what Akamai is expected to bring in this year, though the annual figure is a simple average and Akamai's filing specifies separate seven-year project terms beginning on their respective service start dates, with payments subject to delivery and availability requirements. Akamai estimates approximately $5.5 billion in capital expenditures related to the Anthropic commitment, including an additional approximately $1.7 billion in 2026, and left its 2026 revenue guidance unchanged while issuing an Anthropic warrant covering up to approximately 5% of its outstanding common stock. In the second quarter, Akamai's cloud infrastructure services revenue rose 39% year over year to approximately $99 million and security revenue rose 10% to approximately $604 million, helping total revenue grow 5% to approximately $1.1 billion, while delivery and other cloud applications revenue declined 6% and adjusted earnings per share fell 8% to $1.59. Cramer, who highlighted Akamai's distributed Akamai Inference Cloud initiative and its edge computing approach, said the stock's retreat after the announcement felt like a buying opportunity, noting it trades at approximately 16.6x forward earnings, below Fastly's approximately 48x multiple.
About megatrends
Cloud & Digital Infrastructure › Edge & Content Delivery ▲Demand
Artificial Intelligence › AI Data Center & Build-out ▲Demand
AKAM · Capital · Positive Akamai estimates ~$5.5B in related capex and issued an Anthropic warrant for up to ~5% of its stock, while Cramer called the post-announcement pullback a buying opportunity at ~16.6x forward earnings.
AKAM · Demand · Positive Akamai announced an ~$11.6B seven-year agreement supporting Anthropic's CPU workloads, with potential for ~$9B more.
Anthropic · Demand · Positive Anthropic is the beneficiary of Akamai's ~$11.6B commitment to support its CPU workloads, with potential for ~$9B more business.
FSLY · Competition · Neutral Fastly is cited only as a valuation comparison, trading at ~48x forward earnings versus Akamai's ~16.6x.
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Insider Monkey·17hRead more →
United States
Mega-cap Hyperscalers▲3

Alphabet Carries 154.94% Average Earnings Beat Streak Into Next Report

Alphabet Inc. is positioned to extend a streak of earnings beats into its next quarterly report, according to Zacks Investment Research. Over the last two quarters, the company's average earnings surprise was 154.94%. In the most recent quarter, Alphabet was expected to post earnings of $2.88 per share but reported $9.11 per share, a surprise of 216.32%, following the prior quarter's result of $5.11 per share against a consensus estimate of $2.64 per share, a surprise of 93.56%. Alphabet currently has an Earnings ESP of +1.20% and a Zacks Rank #3 (Hold), a combination that Zacks research shows produces a positive surprise nearly 70% of the time.
About megatrends
Cloud & Digital Infrastructure › Mega-cap Hyperscalers ▲Capital
GOOG · Capital · Positive Alphabet is the subject, with a 154.94% average earnings beat streak and a positive Earnings ESP of +1.20% heading into its next report.
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Zacks Investment Research·18hRead more →
United States
Hyperscale Cloud (IaaS / PaaS)▲

AWS Says AI Costs Falling Up To 100x Every Few Months As It Defends $220 Billion Buildout

Amazon Web Services Chief AI and Technology Officer Matt Wood said the cost of delivering a given level of AI intelligence is falling by one or two orders of magnitude every three to six months outside the most advanced frontier models, a decline he attributed to improving efficiency as companies learn to operationalize frontier models at lower cost. Speaking to CNBC on Thursday, Wood rejected the idea that more capable AI agents must become less safe, saying developers can surround models with controls, guardrails, security and privacy protections while still improving the underlying technology, and pushed back on the notion that companies must choose between development speed and safety. Wood also defended AWS's $220 billion infrastructure investment, pointing to customer demand and internal business metrics, and said he expects additional computing capacity and greater operating efficiency to bring AI to more businesses and users. Accelerating AWS growth helped push Amazon above $3 trillion in market value for the first time in August 2026, after second-quarter results showed AWS revenue growing at its fastest pace since 2021; the stock surged more than 15% in one session, adding nearly $400 billion in market value, before gaining as much as another 5.3% as it crossed the threshold. TD Cowen analyst John Blackledge said AWS's AI business exited a quarter at roughly a $25 billion annual run rate, its fifth consecutive quarter of accelerating revenue growth, and pointed to CEO Andy Jassy's view that AWS could eventually generate $1 trillion in revenue, compared with the $600 billion long-term opportunity Jassy discussed in his April shareholder letter. Amazon expects AWS to remain capacity constrained through 2026 and 2027 because of AI demand, even as it plans to double AWS capacity by the end of 2027.
About megatrends
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Pricing
Artificial Intelligence › AI Compute Cloud & Neoclouds ▲Pricing
Artificial Intelligence › AI Data Center & Build-out ▲Pricing
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Pricing
AMZN · Capital · Positive AWS defends its $220 billion infrastructure buildout, citing customer demand and internal metrics, with accelerating AWS revenue growth pushing Amazon past $3 trillion in market value.
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Yahoo Finance·18hRead more →
United StatesFrance
Vertical SaaS▲

Servier Selects Veeva OpenData to Standardize Data Across 80-Plus Countries

Veeva Systems announced that Servier has selected Veeva OpenData to standardize customer reference data across more than 80 countries, expanding the French pharmaceutical group's relationship with Veeva beyond its existing use of Veeva Link Key People. The deployment is expected to improve data consistency, connect customer information with actionable insights and support more targeted commercial and medical engagement. Veeva OpenData is one product within Veeva's broader Data Cloud portfolio, which also includes Veeva Link and Veeva Compass, each addressing different aspects of life sciences data requirements. The win could deepen Veeva's footprint within large pharmaceutical organizations and support recurring revenue growth in its Data Cloud business as drugmakers scale artificial intelligence and advanced analytics. Veeva currently has a market capitalization of $44.25 billion, and its shares have gained 22.4% year to date.
About megatrends
Cloud & Digital Infrastructure › Vertical SaaS ▲Technology
VEEV · Demand · Positive Servier selected Veeva OpenData to standardize customer reference data across 80+ countries, a concrete customer win deepening Veeva's Data Cloud footprint.
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Zacks Investment Research·18hRead more →
United States
Hyperscale Cloud (IaaS / PaaS)▲

Jefferies names 8 tech stock winners from a divided Congress

Jefferies says a divided government may be the best midterm elections outcome for Big Tech players spending massive amounts of money to build out AI infrastructure. In a note on Monday, the Jefferies research team wrote that a split government and prospects for a national AI policy, rather than fragmented state-level rules, should ensure the rapid pace of AI innovation continues, disproportionately benefiting large, scaled players. The firm's biggest tech winners include Amazon, which benefits regardless of which AI model wins through a model agnostic platform approach; Alphabet, which gets more time to catch up in the AI model race with Gemini 4 Pro and beyond; Microsoft, which has the highest trust from enterprises given its pervasive presence in corporate IT shops; Oracle, emerging as the fourth enterprise cloud option with outsized upside if data center permitting and regulatory hurdles ease; CoreWeave, rapidly becoming recognized as a leading alternative to megacap hyperscalers; Snowflake, a top 2 vendor for AI data plumbing; Datadog, as observability becomes paramount; and Meta, on renewed consumer and small business momentum with Muse and Meta Business Agents. The analysts noted the president's party has lost House seats in 18 of 20 postwar midterms, and with Trump's approval near 39% and independents at 24%, they expect a GOP setback. The 2026 midterm elections are coming on Nov. 3, when voters will choose all 435 members of the House and 35 senators. Truist chief strategist Keith Lerner pointed out that every midterm election year since 1946 has been followed by positive one-year stock returns, with the biggest gain a 34% return after the 1954 elections and an average one-year gain of 14.4%.
About megatrends
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Regulation
Cloud & Digital Infrastructure › Mega-cap Hyperscalers ▲Regulation
Artificial Intelligence › AI Data Center & Build-out ▲Regulation
AMZN · Regulation · Positive Jefferies names Amazon a top AI winner as a divided Congress and national AI policy (rather than fragmented state rules) should keep AI innovation rapid, benefiting its model-agnostic platform.
CRWV · Regulation · Positive Jefferies lists CoreWeave among biggest tech winners, with a split government and national AI policy supporting continued AI buildout where it is a leading hyperscaler alternative.
DDOG · Regulation · Positive Jefferies names Datadog a top winner, as divided-government AI policy keeps innovation pace high and observability demand paramount.
GOOG · Regulation · Positive Jefferies cites Alphabet as a winner, with a divided Congress and national AI policy giving it more time to catch up in the AI model race with Gemini 4 Pro.
META · Regulation · Positive Jefferies includes Meta among biggest tech winners, citing renewed consumer and small business momentum with Muse and Meta Business Agents under a favorable divided-government AI policy backdrop.
MSFT · Regulation · Positive Jefferies names Microsoft a top AI winner as a divided Congress favors a national AI policy over fragmented state rules, benefiting its trusted enterprise AI position.
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Yahoo Finance·18hRead more →
GermanyUnited StatesEuropean Union
Edge & Content Delivery▲3

Cloudflare Partners With Deutsche Telekom to Expand European Enterprise Reach

Cloudflare has entered a strategic partnership with Deutsche Telekom under which the German carrier will add Cloudflare's security and connectivity solutions to its enterprise portfolio and the two companies will directly connect their networks. Deutsche Telekom will also train and certify its professionals on the Cloudflare platform through T-Systems, giving customers support for consulting, implementation and managed security services. The deal covers protection of applications, networks and data as well as AI workloads, and the companies plan to work on digital resilience and sovereignty in Europe, including protection of critical data and infrastructure and the use of post-quantum cryptography. The Zacks Consensus Estimate for Cloudflare's 2026 and 2027 revenues indicates year-over-year growth of 32.5% and 28.6%, respectively. Cloudflare shares have jumped 77% in the year-to-date period compared with the Zacks Internet – Software industry's return of 9.9%, and the stock trades at a forward price-to-sales ratio of 35.28 versus the industry's average of 4.42.
About megatrends
Cybersecurity & Digital Trust › Network Security & SASE ▲Demand
Cybersecurity & Digital Trust › Cloud & Workload Security ▲Demand
Cybersecurity & Digital Trust › Endpoint & Network Security ▲Demand
Cloud & Digital Infrastructure › Edge & Content Delivery ▲Demand
Quantum Computing › Quantum-Safe / Post-Quantum Cryptography ▲Demand
NET · Demand · Positive Cloudflare's security and connectivity solutions will be added to Deutsche Telekom's enterprise portfolio, expanding its European enterprise reach.
DTE.XETRA · Demand · Positive Deutsche Telekom will add Cloudflare's security and connectivity solutions to its enterprise portfolio and train its professionals via T-Systems.
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Zacks Investment Research·19hRead more →
United States
API & Integration (iPaaS)▲

LeapXpert Brings Governed WhatsApp Client Messaging to Webex by Cisco

LeapXpert and Webex by Cisco announced a collaboration that extends Webex beyond internal collaboration into governed client messaging, starting with WhatsApp. The integration, available now on the Webex App Hub, lets Webex users message clients on WhatsApp without leaving the platform, signing in with their existing Webex credentials on desktop or mobile. It is the first of several channels LeapXpert plans to bring into Webex, and additional messaging channels will be rolled out. Every message is checked by data loss prevention in both directions, and the full conversation is captured by LeapXpert for archiving. With Webex used by 95% of the Fortune 500 and roughly 300,000 organizations worldwide, the partnership brings governed consumer messaging within reach of tens of millions of business users. A Leap Work account and a Webex license are required, and LeapXpert will showcase at WebexOne 2026, October 5 to 8, 2026, at booth B24.
About megatrends
Cloud & Digital Infrastructure › API & Integration (iPaaS) ▲Technology
Cybersecurity & Digital Trust › Data Security Posture & DLP ▲Technology
LeapXpert · Demand · Positive LeapXpert's governed WhatsApp messaging is now available on the Webex App Hub, reaching tens of millions of business users.
CSCO · Demand · Positive Webex by Cisco integration with LeapXpert extends Webex into governed WhatsApp client messaging, adding a new capability for its 300,000 organizations.
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PR Newswire·19hRead more →
United States
Hyperscale Cloud (IaaS / PaaS)▲impact 4

Goldman expects hyperscaler cloud growth to accelerate to 55% in Q3

Goldman Sachs strategist Ben Snider says the AI stock rally hinges on hyperscalers like Oracle and Amazon delivering another quarter of accelerating cloud computing adoption this earnings season. In a new note, Snider said Goldman's equity analysts expect year over year cloud revenue growth to increase from 48% in Q2 to 55% in Q3, after last quarter's accelerating cloud revenue growth and large revenue backlogs signaled monetization of capex investments. Micron offered an early validating sign last week, beating sales and profit forecasts for the quarter on voracious AI-driven demand, with guidance also strong; the memory chipmaker added about $43 billion in sales in the most recent quarter compared to the year-ago quarter, and operating margins exploded in all business segments. Executives told analysts on the earnings call that high chip prices and tight capacity would be the name of the game through 2028. D.A. Davidson analyst Gil Luria said expectations for tightening supply-demand conditions through both 2027 and 2028 meaningfully extend the industry's runway for strong pricing and earnings growth, addressing a key investor concern that current fundamentals represent a cyclical peak.
About megatrends
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Demand
Cloud & Digital Infrastructure › Mega-cap Hyperscalers ▲Demand
Semiconductors › Memory — DRAM, NAND & HBM ▲Demand
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Demand
Artificial Intelligence › HBM & AI Memory ▲Demand
MU · Demand · Positive Micron beat sales and profit forecasts on voracious AI-driven demand, adding ~$43B in sales YoY with strong guidance and tight capacity through 2028.
AMZN · Demand · Positive Goldman expects hyperscaler cloud revenue growth to accelerate to 55% in Q3, with Amazon named as a key hyperscaler whose cloud adoption must deliver.
ORCL · Demand · Positive Oracle is named as a hyperscaler whose accelerating cloud computing adoption is central to Goldman's expected 55% Q3 cloud revenue growth.
GS · · Neutral Goldman Sachs strategist authored the note on hyperscaler cloud growth; no company-specific financial impact on Goldman itself.
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Yahoo Finance·19hRead more →
United States
Enterprise Data Storage Systems▲

Diskover Data Partners With NetApp to Bring Metadata Discovery to File-Intensive Workloads

Diskover Data announced a new collaboration with NetApp that extends the Diskover Platform's governed visibility and control to ONTAP and StorageGRID environments in media and entertainment, semiconductor design, and other file-intensive sectors. Under the collaboration, customers will be able to purchase Diskover Platform through NetApp beginning in November 2026, with the platform available now for NetApp ONTAP and StorageGRID environments. Diskover's DataDiscovery uses specialized scanners to index metadata in place across ONTAP and StorageGRID, capturing ownership, permissions, age, cost, and project context in a searchable, governed catalog. Diskover says customers typically reclaim 10 to 30 percent of their footprint, exceeding three million dollars in larger environments, with return on investment inside 30 to 60 days. Will Hall, Chief Executive Officer of Diskover Data, said the collaboration gives NetApp customers a governed, searchable view of the data behind their projects, while Sandeep Singh, Senior Vice President and General Manager, Platform at NetApp, said Diskover extends the NetApp ecosystem with specialized discovery for customers with file-intensive workloads.
About megatrends
Cloud & Digital Infrastructure › Enterprise Data Storage Systems ▲Technology
Cybersecurity & Digital Trust › Data Security & Cyber Resilience ▲Technology
Cybersecurity & Digital Trust › Data Security Posture & DLP ▲Technology
NTAP · Demand · Positive NetApp will sell the Diskover Platform through its channel starting November 2026, extending its ecosystem for file-intensive workloads.
Diskover Data · Demand · Positive Diskover's platform gains distribution through NetApp's ONTAP and StorageGRID customer base.
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PR Newswire·20hRead more →
United States
Horizontal SaaS▲

Guild Earns Workday Certified Integration Status With New HCM Connector

Guild has achieved Workday Certified Integration status with the launch of the Guild Workday HCM Connector, the workforce development platform announced. The certified connector links Workday Human Capital Management directly to Guild, replacing manual file transfers with an automatic synchronization of employee information used to determine and manage eligibility for Guild programs. Guild said the connector is designed to reduce implementation complexity and ongoing maintenance while improving the reliability and accuracy of the employee data that governs access to its programs. OU Health, the University of Oklahoma's academic health system, is among the first employers to implement the certified integration. Guild also plans to expand its integration through Workday Cloud Connect for Learning, allowing skills earned and learning completion data from Guild programs to feed directly into an employee's Workday profile.
About megatrends
Cloud & Digital Infrastructure › API & Integration (iPaaS) ▲Technology
Cloud & Digital Infrastructure › Horizontal SaaS ▲Technology
Guild Education · Technology · Positive Guild achieved Workday Certified Integration status with its new Workday HCM Connector, replacing manual file transfers with automatic synchronization.
WDAY · Technology · Positive Guild launched a Workday Certified Integration HCM Connector that plugs directly into Workday HCM, strengthening Workday's ecosystem.
OU Health · Demand · Positive OU Health is among the first employers to implement Guild's certified Workday integration.
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Business Wire·20hRead more →
United States
Vertical SaaS▲

Guidewire Appoints Dan Brown as Chief Product Officer

Guidewire announced the appointment of Dan Brown as Chief Product Officer, reporting to Chief Executive Officer Mike Rosenbaum. Brown will lead Guidewire product strategy and execution, with a focus on embedding AI across the company's suite of core applications for global P&C insurers. He brings more than 25 years of enterprise software experience, joining from Celonis where he served as Chief Product Officer, and previously held the same role at Certinia after a 15-year tenure at Microsoft in product, R&D, and leadership positions. "Dan has a proven record of turning product vision into decisive market execution and rapid enterprise adoption," Rosenbaum said. Guidewire, which trades on the NYSE under GWRE, said more than 570 insurers in 44 countries rely on its products.
About megatrends
Cloud & Digital Infrastructure › Vertical SaaS ▲Technology
Artificial Intelligence › AI Applications & Copilots ▲Technology
GWRE · Technology · Positive Guidewire appoints Dan Brown as Chief Product Officer to lead product strategy with a focus on embedding AI across its P&C insurance applications.
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PR Newswire·20hRead more →
Thailand
Hyperscale Cloud (IaaS / PaaS)▲4

PROEN secures BOI investment promotion card for Cloud business with 8-year corporate tax exemption

PROEN Corp, or PROEN, has received an investment promotion card from the Board of Investment, or BOI, for its Cloud Service business, granting an exemption from corporate income tax on net profits from the promoted business for up to 8 years, with the total exempted tax amount not exceeding 100% of the investment, excluding land costs and working capital, along with import duty benefits on machinery under specified conditions. Chief Executive Officer Kittiphun Sribua-iam disclosed that this BOI privilege extends the company's digital infrastructure business and opens the opportunity to generate increased revenue from Cloud services in the future. The promotion card requires the project to have an investment of no less than 282.86 million baht, excluding land costs and working capital, and to commence operations within 36 months from the date the promotion card is issued. The project scope covers Cloud Service offerings including Infrastructure as a Service, or IaaS, and Platform as a Service, or PaaS, along with conditions regarding the Data Center, connectivity systems, and standards for security and service provision. The company also plans to organize training to develop knowledge and skills in using Cloud Service continuously every quarter for a period of 3 years from the date the promotion card is received. The Cloud business is expected to help create a new revenue base and support the recovery of operating results in the period ahead.
About megatrends
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Regulation
Cloud & Digital Infrastructure › Specialized / Developer & Managed-Hosting Cloud Regulation
PROEN.BK · Regulation · Positive PROEN received a BOI investment promotion card granting an 8-year corporate income tax exemption and import duty benefits for its Cloud Service business.
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HoonSmart·21hRead more →
Thailand
Telecom Towers, Fiber & Colocation▲6

ITEL wins PEA contract to tidy communication cables in two regions, total value 266 million baht

Interlink Telecom Public Company Limited, or ITEL, has been selected by the Provincial Electricity Authority, or PEA, to carry out the project to tidy communication cables on power poles for the year 2026. The project is divided into two parts: work in the central region worth 148,774,493.70 baht, and work in the southern region worth 117,830,798.25 baht, for a total value of 266,605,291.95 baht. Dr. Nattanai Anantarumporn, Chief Executive Officer of ITEL, said the company is pleased to have earned PEA's trust and is committed to completing the work efficiently and on target. The two projects, with a combined value of more than 266 million baht, will help strengthen the company's telecommunications infrastructure revenue base, with revenue recognition proceeding in line with the operating plan and contract conditions after signing.
About megatrends
Cloud & Digital Infrastructure › Telecom Towers, Fiber & Colocation ▲Demand
ITEL.BK · Demand · Positive ITEL won a PEA contract worth 266 million baht to tidy communication cables in the central and southern regions, adding to its telecom infrastructure revenue base.
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Share2Trade·1dRead more →
United States
Horizontal SaaS

Goldman Keeps Sell on Adobe as Chakravarthy Takes Over as CEO

Goldman Sachs maintained its sell rating on Adobe as Anil Chakravarthy prepares to take over as president and CEO on Dec. 1, saying competition is intensifying and new entrants are gaining ground in areas that could expand Adobe's market. The broker said it wants clearer evidence of Adobe's strategy and execution before changing its view, and sees the leadership change as a potential catalyst even as the market remains concerned that artificial intelligence could weigh on Adobe's growth. Chakravarthy's appointment follows a transition announced in March; he previously led Adobe's Customer Experience Orchestration business and worldwide field operations, while David Wadhwani, who headed the Creativity & Productivity business, is also leaving to start a new venture and Adobe is appointing a permanent chief financial officer. Goldman said a successful turnaround will depend on Adobe simplifying its product architecture, speeding up innovation through internal investment and targeted acquisitions, and converting adoption of new features into revenue, with the key question being whether the new management makes significant strategic changes or largely extends the existing three- to five-year plan. Among the five areas Goldman flagged, monthly active users across Acrobat, Creative Cloud, Express and Firefly exceeded 1 billion in the third quarter, up more than 20% from a year earlier, while Express trails Canva, which has more than 265 million monthly users and at least $4 billion in annual recurring revenue, with Goldman estimating Express had about 70 million monthly users in 2025.
About megatrends
Cloud & Digital Infrastructure › Horizontal SaaS Competition
Artificial Intelligence › AI Applications & Copilots Competition
ADBE · Competition · Negative Goldman keeps a sell rating, citing intensifying competition and new entrants gaining ground in areas that could expand Adobe's market.
ADBE · Capital · Neutral Goldman sees the CEO transition to Anil Chakravarthy as a potential catalyst but wants clearer evidence of strategy and execution before changing its view.
GS · Capital · Neutral Goldman Sachs is only the broker issuing the sell rating on Adobe, not a subject of the news.
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Investing.com·1dRead more →
United States
Hyperscale Cloud (IaaS / PaaS)impact 4

Oracle Issues Force Majeure Notice on Project Jupiter AI Data Center

Oracle Corporation has issued a force majeure notice on Project Jupiter, its New Mexico AI data center campus, which includes Bloom Energy Corporation's largest single fuel-cell deployment covering up to 2.45 gigawatts within a project expected to involve up to $165 billion of investment over its life. The notice is a financial protection against regulatory delays intended to defer payments if the data center is not operational by 2028, not an indication that Oracle is leaving the project as a tenant, and Oracle told Bloomberg it remains fully committed to New Mexico. Project Jupiter has already faced permitting hurdles, including the New Mexico State Land Office's rejection of pipeline permits in March and again in July, which led Oracle to replace gas turbines with Bloom fuel cells earlier this year. Bloom Energy's exposure is significant and concentrated, as Jupiter represents its single largest deployment within roughly 25 gigawatts of total pipeline visibility, and debt linked to the project has been trading below 90 cents on the dollar. Bloom Energy said its equipment is fungible and can be deployed elsewhere if Jupiter is delayed, while Oracle carries about $89 billion more debt than cash and depends on projects like Jupiter opening on time to support growth that jumps to between 35% and 43% a year.
About megatrends
Energy Transition & Power Demand › Hydrogen & Fuel Cells Regulation
Artificial Intelligence › AI Data Center & Build-out Regulation
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) Regulation
ORCL · Regulation · Negative Oracle issued a force majeure notice on its New Mexico AI data center after pipeline permit rejections, deferring payments and risking its growth plans.
BE · Regulation · Negative Oracle's force majeure on Project Jupiter, driven by permitting rejections, threatens Bloom's largest single fuel-cell deployment (up to 2.45 GW).
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Insider Monkey·1dRead more →
United States
Horizontal SaaS2

Progress Software Posts 43% Operating Margin as Domo Deal Lifts Debt to $1.24 Billion

Progress Software reported third-quarter results on September 30, 2026, showing revenue down 2% to $246 million while non-GAAP earnings per share rose 13% to $1.69, as expenses fell about 6% and operating margin expanded to 43% from 40% a year earlier. Adjusted free cash flow grew 17% to $87 million, with days sales outstanding dropping to 42 from 73 at the end of fiscal 2025, funding $170 million of debt paydown this year and $17 million of buybacks in the quarter. The company closed the largest acquisition in its history, paying $400 million for Domo, or 1.4 times revenue and 3.5 times pro forma EBITDA, and management expects Domo to add well over $100 million in annual EBITDA once integration finishes by the end of fiscal 2027. Progress drew $390 million on its revolver, leaving total debt near $1.24 billion and net leverage around 2.7 times, and management warned Domo will run slightly below a 30% operating margin while synergies ramp, pulling overall margin to 36% to 37% from its usual 38% to 39% with roughly $21 million of added interest expense. Annual recurring revenue rose only about 1% on a pro forma basis with net retention at 99%, hedge fund holders fell to 23 from 29 in the prior quarter, and short sellers hold 16.69% of the float against a forward P/E of 6.47 as of October 2.
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Cloud & Digital Infrastructure › Horizontal SaaS Capital
PRGS · Capital · Neutral Q3 revenue fell 2% to $246M but EPS rose 13% to $1.69 with 43% operating margin, while the $400M Domo deal lifted debt to $1.24B and cut guidance to 36-37% margin.
DOMO · Capital · Neutral Progress closed its $400M acquisition of Domo, but Domo will run below 30% operating margin while synergies ramp, pulling overall margin down.
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Thailand
Telecom Towers, Fiber & Colocation▲

ALT eyes closing Global Hyperscalers deal in Q4 2026, pushing backlog up to 6.9 billion baht

ALT Telecom Public Company Limited, or ALT, disclosed that it is in negotiations for additional deals with global-tier customers, the Global Hyperscalers, in the fourth quarter of 2026, after signing network and digital infrastructure lease contracts worth a total of approximately 2 billion baht in the third quarter of 2026, with a contract term of 20 years. Preeyaporn Tangpaosak, Managing Director, told the Stock Vision news team that the company targets double-digit growth in revenue in the second half of 2026, driven by recurring revenue recognition from its existing network. The expansion of its large-customer base has raised the value of work awaiting revenue recognition, or backlog, for the group from 5.115 billion baht as of the second quarter of 2026 to approximately 6.9 billion baht in September 2026. The company is also proceeding with bids for smart grid power network systems and AMI smart meter installation work for the Provincial Electricity Authority and the Metropolitan Electricity Authority, as well as government work in security and digital fields, with a combined value of several billion baht. It is also pushing to connect networks in the Eastern Economic Corridor, or EEC, with data centers in Bangkok and overseas, setting a target internal rate of return, or IRR, for new projects of no less than 10 to 15 percent. The company sees three key drivers supporting revenue and profit growth over the next 12 to 18 months: the data center and AI trend, growth in smart meter and smart grid work, and margin expansion from operating leverage.
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Artificial Intelligence › AI Data Center & Build-out ▲Demand
Cloud & Digital Infrastructure › Telecom Towers, Fiber & Colocation ▲Demand
Artificial Intelligence › Colocation & Hyperscale REITs ▲Demand
ALT.BK · Demand · Positive ALT signed ~2bn baht of 20-year network/digital infrastructure lease contracts with Global Hyperscalers and is negotiating more, lifting backlog to ~6.9bn baht.
Metropolitan Electricity Authority · Demand · Neutral ALT is bidding for AMI smart meter installation work for the Metropolitan Electricity Authority, but no contract has been awarded.
Provincial Electricity Authority · Demand · Neutral ALT is bidding for smart grid and AMI smart meter work for the Provincial Electricity Authority, but no contract has been awarded.
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United States
Vertical SaaS▲

Truepic Authentication Tools Integrated Into Verisk's ClaimSearch Platform

Truepic announced in September 2026 that its image and video authentication tools are now integrated into Verisk's ClaimSearch platform, allowing claims professionals to trigger authenticated visual evidence requests directly after a fraud alert and automate parts of the investigation workflow. The integration brings tamper-resistant, fraud-checked images and video into insurers' existing systems, potentially making Verisk's claims and fraud solutions more useful in day-to-day claims handling. The tie-up slots into Verisk's broader AI automation narrative alongside its ongoing rollout of tools such as XactAI and Premium Audit AI, which the company hopes will support subscription pricing power and offset pressure from softer transaction-based revenue tied to catastrophe activity. Verisk's narrative projects $3.8 billion in revenue and $1.3 billion in earnings by 2029, requiring 6.6% yearly revenue growth and a roughly $0.4 billion earnings increase from $885.5 million today, with a $234.76 fair value implying 43% upside. The key risk remains that insurers cutting data and analytics budgets could slow adoption of Verisk's expanding AI tools.
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Artificial Intelligence › AI Applications & Copilots ▲Technology
Cloud & Digital Infrastructure › Vertical SaaS ▲Technology
Artificial Intelligence › Agentic AI & Autonomous Workflows ▲Technology
VRSK · Technology · Positive Truepic's authentication tools are integrated into Verisk's ClaimSearch platform, enhancing its claims and fraud solutions.
Truepic · Demand · Positive Truepic's image and video authentication tools are now integrated into Verisk's ClaimSearch platform, expanding adoption of its product.
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CanadaAustraliaNetherlands
Vertical SaaS

Topicus.com Confirms Ramon Zanders as CEO, Succeeding Robin van Poelje

Topicus.com confirmed in early October 2026 that long-time executive Ramon Zanders has taken over as CEO from Robin van Poelje, who remains Chairman. The leadership change has sharpened investor focus on how Zanders will handle capital allocation, acquisition discipline, organic growth and margins. The most relevant backdrop to the transition is the revised non binding proposal to acquire ReadyTech Holdings at up to A$2.00 per share in cash, a live test of Topicus.com's acquisition discipline, integration capability and capital deployment under Zanders. The company's narrative projects €2.5 billion in revenue and €631.7 million in earnings by 2029, requiring 13.2% yearly revenue growth and about a €596 million earnings increase from €35.4 million today, with a CA$144.65 fair value implying 61% upside to the current price. Five members of the Simply Wall St Community currently estimate Topicus.com's fair value between CA$128.42 and CA$170.81, and the key short term question is whether the company can close the ReadyTech proposal on acceptable terms.
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Cloud & Digital Infrastructure › Vertical SaaS Capital
Topicus.com Inc. · Capital · Neutral CEO succession from Robin van Poelje to Ramon Zanders sharpens focus on capital allocation and acquisition discipline, with the ReadyTech bid as the live test
ReadyTech Holdings · Capital · Neutral Topicus.com's revised non-binding proposal to acquire ReadyTech at up to A$2.00 per share in cash is a live M&A test, with the key question being whether a deal closes on acceptable terms
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SpainUnited States
Telecom Towers, Fiber & Colocation▲

Blackfuel Picks Digital Realty's BCN1 for AI Inference Platform

Blackfuel announced in late September 2026 that it has chosen Digital Realty's BCN1 data center in Barcelona to host and scale its liquid-cooled, AMD GPU-powered AI inference platform, tightly integrated with the ServiceFabric interconnection network for low-latency, private connectivity. The move comes shortly after Digital Realty's plan to add a new cable landing station at its LAX12 facility, which is slated to support subsea cables from 2028, tying subsea routes into the company's interconnection fabric. Together, the two projects support Digital Realty's near-term interconnection and AI demand catalyst, including the conversion of a US$1.9b lease backlog and US$410m of recent hyperscale signings into revenue. The company's narrative projects $9.7 billion in revenue and $1.4 billion in earnings by 2029, requiring 12.7% yearly revenue growth and an earnings increase of about $0.6 billion from $758.3 million today. The central debate remains Digital Realty's enlarged 1.4 GW, US$4.25b to US$4.75b 2026 CapEx plan and whether demand will match that build out, with three fair value estimates from the Simply Wall St Community spanning roughly US$223 to US$303 per share.
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Artificial Intelligence › Colocation & Hyperscale REITs ▲Demand
Artificial Intelligence › AI Data Center & Build-out ▲Demand
Cloud & Digital Infrastructure › Telecom Towers, Fiber & Colocation ▲Demand
Blackfuel · Demand · Positive Blackfuel chose Digital Realty's BCN1 data center to host and scale its AI inference platform, a concrete customer win.
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United States
Hyperscale Cloud (IaaS / PaaS)impact 4

Oracle to Subscribe to 125-250 MW of Point Beach Nuclear Power for $15 Billion AI Campus

Oracle and We Energies announced a nuclear power subscription deal on October 2, 2026, under which Oracle will take 10-20% of the output from the Point Beach Nuclear Plant, or 125-250 megawatts, for the $15 billion Lighthouse Campus AI data center in Port Washington, Wisconsin. The campus, co-developed by Oracle, OpenAI, and Vantage Data Centers as part of the broader Stargate initiative, is designed to house close to 1 gigawatt of AI capacity within a 1.3 gigawatt total electrical footprint, with completion targeted for 2028. Oracle has committed to fully funding the energy costs for its portion, and the deal is the primary driver of a proposed $176 million electric rate hike for We Energies customers in 2027, accounting for roughly 20% of that increase, while the utility projects the arrangement will save customers approximately $300 million in fuel costs between 2027 and 2033. The subscription, a first-of-its-kind model in Wisconsin, requires approval from the Wisconsin Public Service Commission, which is weighing whether to require tech companies to cover 100% of new power plant costs. The deal is part of an industry-wide pivot in which Big Tech has contracted over 10 gigawatts of new nuclear capacity in the United States over the past year, including Microsoft's 20-year power purchase agreement for the 835-megawatt restart of Three Mile Island, Amazon's acquisition of a nuclear-adjacent Pennsylvania campus for over $650 million and its $500 million investment in X-energy small modular reactors, and Google's order of 500 megawatts from Kairos Power. Data center power demand reached 29.6 gigawatts by late 2025, equivalent to the peak demand of New York state, and the International Energy Agency projects it will rise by 130% by 2030, even as U.S. nuclear output stayed largely flat between 2020 and 2025 and no small modular reactors are under construction in the country.
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Energy Transition & Power Demand › Nuclear Generation & Utilities ▲Demand
Artificial Intelligence › AI Data Center & Build-out ▲Demand
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) Demand
ORCL · Supply · Positive Oracle subscribes to 125-250 MW of Point Beach nuclear power to supply its $15B Lighthouse Campus AI data center.
WEC · Regulation · Neutral We Energies' Point Beach deal with Oracle drives a proposed $176M rate hike and requires Wisconsin Public Service Commission approval.
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United States
Hyperscale Cloud (IaaS / PaaS)▲5impact 4

Amazon Sets Up $8 Billion Vehicle for Nvidia Grace Blackwell Chips

Amazon has established an $8 billion special purpose vehicle to buy and lease back Nvidia Grace Blackwell chips to AWS clients, an off balance sheet financing tool for AI hardware as cloud capital demands rise. Morgan Stanley has reinstated Nvidia as a Top Pick, citing its view on AI data center demand and capacity expansion. The Amazon vehicle and the Morgan Stanley call both sit inside a wider Nvidia AI infrastructure story, alongside Nvidia's own US$500 billion ecosystem financing plans. The structure lets AWS keep building AI capacity without stacking all the hardware on its own balance sheet, pointing to new funding structures that can support large orders as AI factories become more capital intensive across cloud and sovereign projects. The clearest early signal on whether the model scales would be other hyperscalers or sovereign AI buyers setting up similar chip vehicles that explicitly name Nvidia hardware, with disclosed sizes and timelines.
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Artificial Intelligence › AI Compute & Accelerator Silicon ▲Capital
Artificial Intelligence › GPU & Merchant Accelerators ▲Capital
Artificial Intelligence › AI Compute Cloud & Neoclouds ▲Capital
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Capital
Artificial Intelligence › AI Data Center & Build-out ▲Capital
AMZN · Capital · Positive Amazon sets up an $8B off-balance-sheet special purpose vehicle to buy and lease back Nvidia Grace Blackwell chips for AWS clients, expanding AI capacity without stacking hardware on its own balance sheet.
NVDA · Demand · Positive Amazon's $8B vehicle explicitly buys Nvidia Grace Blackwell chips, and Morgan Stanley's Top Pick cites AI data center demand and capacity expansion for Nvidia hardware.
MS · Capital · Positive Morgan Stanley reinstated Nvidia as a Top Pick, an analyst valuation call tied to AI data center demand and capacity expansion.
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United States
Mega-cap Hyperscalers▲

Alphabet Wins Two US Antitrust Cases, Backs AI Data Center Coalition

Alphabet reportedly won two separate US antitrust cases in late September, easing immediate legal pressure on Google. Google is helping form a cross industry coalition focused on AI data center development ahead of the 2026 US midterm elections, expected to address questions around power use, data sourcing and community impact from large scale AI computing hubs. The antitrust decisions support the view that Alphabet can keep rolling out AI powered features across Search, YouTube and Google Cloud without immediate structural remedies that break its distribution. The AI data center coalition cuts both ways, aligning with the potential to monetise AI infrastructure and long duration power contracts while spotlighting the risk that regulators and communities could still cap how far Alphabet can push energy hungry AI workloads. Analysts have already flagged regulatory pressure and high capital intensity as two of the biggest swing factors for the company.
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Cloud & Digital Infrastructure › Mega-cap Hyperscalers ▲Regulation
Artificial Intelligence › AI Data Center & Build-out Regulation
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Regulation
Artificial Intelligence › AI Applications & Copilots ▲Regulation
GOOG · Regulation · Positive Alphabet won two US antitrust cases, easing immediate legal pressure and allowing it to keep rolling out AI features without structural remedies.
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United States
Hyperscale Cloud (IaaS / PaaS)

Amazon Says It No Longer Uses NDAs With Government Agencies Amid Data Center Backlash

Amazon Web Services CEO Matt Garman said the company has stopped using nondisclosure agreements in its dealings with government agencies as it seeks approval to build new data centers. The statement came in a blog post in which Garman pushed back against widespread suspicion of data centers, noting that more than 100 data center moratoriums are currently being considered across the United States after New York announced a one-year moratorium on permits for large data centers. Garman argued that direct data center water consumption accounts for only 0.5% of all industrial water usage in the United States, and that where energy rates are rising it is primarily because the grid is old and has not been invested in and expanded before the demand arrived. He also said data center generators are idle 99.9% of the time, running roughly 10 hours per year, and that Amazon has contributed more than $1 billion to communities across the U.S. in which it has a meaningful data center presence over the past three years. Critics remain unconvinced, with an independent watchdog recently blaming data centers for a 76% year-over-year price increase on America's largest electrical grid.
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Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) Regulation
Artificial Intelligence › Colocation & Hyperscale REITs Regulation
AMZN · Regulation · Neutral AWS says it stopped using NDAs with government agencies and pushes back on data center moratoriums as it seeks approval to build new data centers.
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United States
Enterprise Data Storage Systems▲impact 4

Sandisk Data-Center Revenue Hits $2.98 Billion as AI Storage Boom Lifts Profits

Sandisk Corporation reported $8.97 billion in fiscal fourth-quarter revenue, with $2.98 billion coming from data centers, roughly 33% of the quarter's total, while edge revenue was $5.43 billion and consumer revenue $556 million. Data-center revenue rose from $213 million a year earlier, and its full-year contribution was $5.15 billion out of total sales of $20.25 billion, or about 25%. The company earned $6.90 billion in the quarter and $11.43 billion in fiscal 2026, and reported an 84.6% GAAP gross margin while guiding to an 83% to 84.9% GAAP range for the next quarter. On August 13, Sandisk said eight structured customer agreements covered roughly half of fiscal 2027 bits and two-thirds of fiscal 2028 bits, with minimum financial guarantees, and management's fiscal 2028 to 2030 model targets about 80% adjusted gross margin and 50% adjusted free-cash-flow margin. Short interest stood at 5,618,213 shares on September 15, about 3.8% of float and 0.56 days to cover, and Insider Monkey's hedge fund database counted 128 hedge-fund holders in Q2 2026, up from 114 in Q1.
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Semiconductors › Memory — DRAM, NAND & HBM ▲Demand
Cloud & Digital Infrastructure › Enterprise Data Storage Systems ▲Demand
SNDK · Capital · Positive Sandisk reported blowout fiscal Q4/FY2026 results with $8.97B revenue, $6.90B quarterly earnings, and 84.6% GAAP gross margin.
SNDK · Demand · Positive Data-center revenue surged to $2.98B from $213M a year earlier, and eight structured customer agreements cover roughly half of FY2027 bits.
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United States
Mega-cap Hyperscalersimpact 4

Ellison's Oracle and Paramount Debt Binge Links Two Credits

Larry Ellison's dual role as backer of Paramount Skydance Corp. and controlling shareholder of Oracle Corp. is stirring concern on Wall Street as both companies pile on debt. Paramount took on $52 billion of additional debt this week to help pay for its acquisition of Warner Bros. Discovery Inc., while Oracle has nearly doubled its long-term debt to more than $160 billion over the past two years as it builds out AI computing capacity, making it the fifth-largest borrower in the US corporate bond market. The cost to insure the debt of both companies against default has converged and is increasingly moving in lock-step, a sign investors are beginning to treat the two credits as intertwined. Ellison, 82, is backstopping Paramount's takeover of Warner Bros., spearheaded by his son David, via a family trust that guaranteed a significant portion of the roughly $47 billion of equity financing for the deal, and the family pledged to take all necessary steps to bring leverage down in the coming years. His fortune has plummeted by almost $200 billion over the past year, though he is still worth roughly $192 billion, and he recently canceled a plan to sell billions of dollars worth of Oracle stock and disclosed he had increased the number of shares pledged as collateral for personal loans. S&P cut Oracle to BBB- in July and lowered Paramount's issuer credit rating to BB last month, and Oracle shares have fallen more than 50% over the past year.
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Cloud & Digital Infrastructure › Mega-cap Hyperscalers Capital
ORCL · Capital · Negative Oracle's long-term debt nearly doubled to over $160B for AI capacity, S&P cut it to BBB-, and its credit risk is now intertwined with Paramount's, with shares down over 50%.
PSKY · Capital · Negative Paramount took on $52B of additional debt to fund the Warner Bros. acquisition, S&P cut its issuer credit rating to BB, and its default-insurance cost is converging with Oracle's.
WBD · Capital · Neutral Warner Bros. Discovery is the acquisition target being bought by Paramount, but the article focuses on the buyer's debt burden rather than WBD's own credit impact.
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United StatesUnited Kingdom
Hyperscale Cloud (IaaS / PaaS)3

Nscale Hires Meta Veteran Justin Osofsky as COO Ahead of IPO

Nscale has hired Justin Osofsky, a long-term executive at Meta Platforms, to be its chief operating officer to drive rapid expansion at the AI infrastructure company ahead of its upcoming IPO, Bloomberg News reported, citing a person familiar with the matter. Osofsky, who served Meta for 18 years in various capacities and was most recently its chief partnerships officer, will report to Nscale CEO Josh Payne and lead the company's global operations. A slate of Meta veterans, including former Chief Operating Officer Sheryl Sandberg, already serve Nscale, a neo-cloud operator that rents out computing power to AI developers; Sandberg, who sits on the company's board, helped hire Nick Clegg, the Facebook operator's former head of global affairs, and Fidji Simo, a former OpenAI executive. In September, the London-based data center operator filed for a U.S. IPO, an offering expected to raise as much as $3B, Bloomberg previously reported. Meta announced the resignation in an internal post, with Chief Operating Officer Javier Olivan noting that Osofsky had brought sound judgment and steady leadership that will outlast his time here.
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Artificial Intelligence › AI Compute Cloud & Neoclouds ▲Talent
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) Talent
Nscale · Capital · Positive Nscale hires Meta veteran Justin Osofsky as COO to drive expansion ahead of its upcoming US IPO.
META · · Neutral Meta veteran Justin Osofsky resigns to become Nscale COO; Meta is context for the executive move, not a driver of its own business.
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United StatesFranceJapanBrazilSouth AfricaIndia
Telecom Towers, Fiber & Colocation▼

Meta Unveils Petal Subsea Cable Linking US and France

Meta announced Petal on Sept. 21, a roughly 4,300-mile subsea cable connecting the U.S. and France that is expected to enter service in 2029 and will be the first to deliver petabit-scale capacity across an ocean. The cable will carry 1 petabit per second, or about 125,000 gigabytes per second, double what today's most advanced transoceanic cables can handle, using two-core fiber that fits two light paths inside each strand. Petal is one piece of a much larger seafloor empire: Meta says it has invested in more than 20 subsea cable projects touching every continent except Antarctica, led by Project Waterworth, announced in February 2025, which will stretch more than 31,000 miles and connect the U.S., Brazil, South Africa, India, and other regions across five continents. Petal is being developed with Japan's NEC and Sumitomo Electric Industries, with French telecom Orange handling the landing on France's Atlantic coast, while Waterworth will be wholly owned by Meta, only its third solely owned cable according to telecom research firm TeleGeography. Meta has not disclosed what Petal or Waterworth will cost, but TechCrunch reported before Waterworth's announcement that the project could top $10 billion, a small slice of the company's expected capital expenditures of $130 billion to $145 billion this year, nearly double the $72.2 billion it spent in 2025.
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Cloud & Digital Infrastructure › Telecom Towers, Fiber & Colocation ▼Supply
Artificial Intelligence › Optical Interconnect & DCI ▲Supply
META · Capital · Positive Meta unveils Petal subsea cable and continues massive subsea infrastructure investment, part of its $130-145B capex program.
5802.JP · Demand · Positive Sumitomo Electric is named as a developer partner for Meta's Petal subsea cable, winning project work.
6701.JP · Demand · Positive NEC is named as a developer partner for Meta's Petal subsea cable, winning project work.
ORA.PA · Demand · Positive Orange is handling the French landing of Meta's Petal subsea cable, gaining a role in the project.
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SwedenUnited States
API & Integration (iPaaS)

Sinch Fair Value Rises to SEK 44.83 as Analysts Split on RCS Expansion

Sinch's fair value estimate has been lifted to about SEK 44.83 from SEK 41.00, a roughly 9.3% increase, as analysts diverge sharply on the company's growth and execution outlook. Cantor Fitzgerald upgraded Sinch to Overweight from Neutral with a SEK 43 price target, while JPMorgan raised its target to SEK 66 from SEK 45 and kept an Overweight rating. On the bearish side, Pareto initiated coverage with a Sell rating and a SEK 35 target, and DNB Carnegie cut the stock to Hold from Buy with a SEK 55 target. The revised valuation also reflects revenue growth moving from about 4.32% to roughly 6.14%, profit margin from about 4.07% to roughly 5.07%, and a future P/E shifting from about 22.82x to roughly 19.32x. The analyst debate centers on Sinch's use of AI, machine learning and partnerships with platforms like Salesforce and Microsoft, the role of omnichannel messaging and RCS rollout in its revenue mix, and execution risks including slow organic net sales growth and competitive pressure in U.S. messaging.
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Cloud & Digital Infrastructure › API & Integration (iPaaS) Capital
0RBI.LSE · Capital · Neutral Analysts split on Sinch: fair value lifted to SEK 44.83 with Cantor and JPMorgan upgrades/raised targets, but Pareto initiates Sell and DNB Carnegie cuts to Hold.
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Simply Wall St·3dRead more →
United States
Enterprise Data Storage Systems▲

NetApp Shares Jump 6% on New AI Factory Architecture and Expanded Oracle, Supermicro Ties

NetApp shares jumped 6% in the afternoon session after the data storage company unveiled a new AI factory architecture at its Insight conference, according to TipRanks. The company also launched Keystone Sovereign for regulated markets and expanded its partnerships with Oracle and Supermicro. The combined package of AI factory architecture, sovereign cloud storage, and larger OEM ties sparked optimism among investors and analysts, who lifted their price targets on the back of the AI storage narrative. NetApp is up 113% since the beginning of the year and, at $226.50 per share, has set a new 52-week high. The stock has been volatile, with 12 moves greater than 5% over the last year, and its biggest recent move came four months ago, when it gained 26.4% after reporting first-quarter 2026 results that beat expectations, with revenue up 12.5% year-over-year to $1.95 billion and adjusted earnings per share of $2.43.
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Cloud & Digital Infrastructure › Enterprise Data Storage Systems ▲Technology
NTAP · Technology · Positive NetApp unveiled a new AI factory architecture and Keystone Sovereign storage at its Insight conference, driving the stock's 6% jump.
NTAP · Demand · Positive NetApp expanded its OEM partnerships with Oracle and Supermicro, broadening distribution of its storage products.
ORCL · Demand · Neutral Oracle is only mentioned as a partner whose tie-up with NetApp was expanded, not as a subject of the news.
SMCI · Demand · Neutral Supermicro is only mentioned as a partner whose tie-up with NetApp was expanded, not as a subject of the news.
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United States
Hyperscale Cloud (IaaS / PaaS)

Nebius Group Fair Value Estimate Cut to US$283.58 as Analysts Split on AI Growth

The central fair value estimate for Nebius Group has been lowered to US$283.58 from US$312.67, reflecting more cautious Street research that weighs enthusiasm for the company's AI-focused cloud infrastructure against concerns over valuation, capital needs and execution risk. The revision came alongside adjustments to the underlying model assumptions: the revenue growth assumption moved from 181.88% to 179.89%, the net profit margin input from 7.91% to 6.96%, the future P/E multiple from 57.25x to 59.17x, and the discount rate from 8.63% to 8.73%. On the bullish side, William Blair described Nebius as not just another neocloud, citing infrastructure scale, software capabilities and major customer relationships, while Buy and Outperform ratings from Goldman Sachs, Citi, BofA, Baird, Truist, Northland, Freedom Capital and BNP Paribas carried price targets in some cases above US$300, and above US$400 and US$390 for Northland and BNP Paribas respectively. On the bearish side, Rothschild & Co Redburn initiated coverage with a Sell rating and a US$84 price target, questioning whether equity markets fully reflect leverage and off-balance-sheet commitments tied to AI infrastructure, while Piper Sandler and BTG Pactual sat at Neutral with price targets in the low US$200s, flagging a more balanced risk and reward profile including earlier concerns around the Vineland data center and comparisons with peer CoreWeave.
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Artificial Intelligence › AI Compute Cloud & Neoclouds Capital
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) Capital
NBIS · Capital · Neutral Fair value estimate cut to US$283.58 from US$312.67 amid split analyst ratings, with bullish Buy/Outperform targets above US$300 and a bearish Sell initiation at US$84.
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United States
Horizontal SaaS

Workiva to Join S&P SmallCap 600, Replacing Formfactor

S&P Dow Jones Indices announced that Workiva will join the S&P SmallCap 600, replacing Formfactor Inc. in the index prior to the opening of trading on Tuesday, October 6, as part of a series of component shifts across multiple benchmarks. Shares of the cloud reporting platform jumped 3.3% in the morning session on the news, then cooled to $71.74, up 3% from the previous close. Index additions frequently generate positive market sentiment because investment funds that track the benchmark must adjust their portfolios to include the newly designated member. Workiva's shares are very volatile and have had 23 moves greater than 5% over the last year, and the stock is down 13.5% since the beginning of the year. At $71.74 per share, it trades 23.1% below its 52-week high of $93.31 from November 2025.
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Cloud & Digital Infrastructure › Horizontal SaaS Capital
WK · Capital · Positive Workiva is being added to the S&P SmallCap 600, prompting index-tracking funds to buy the stock.
FORM · Capital · Negative FormFactor is being removed from the S&P SmallCap 600, forcing index-tracking funds to sell the stock.
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United States
Mega-cap Hyperscalers

Microsoft's $26.45 Billion Dividend Covered 2.5 Times by Fiscal 2026 Free Cash Flow

Microsoft generated $182.94 billion of fiscal 2026 operating cash flow and paid $115.95 billion for property and equipment, leaving $66.99 billion of simple free cash flow that covered its $26.45 billion annual dividend about 2.5 times. After dividends, roughly $40.54 billion remained before repurchases and other claims, and $22.27 billion of buybacks used part of that balance. In the fiscal fourth quarter, management reported $41 billion of capital expenditure including finance leases, compared with $35.8 billion of cash equipment spending, with the separately reported $5.6 billion finance-lease component creating future obligations rather than immediate cash outlays. Holding operating cash flow at $182.94 billion, an additional $20 billion of cash equipment spending would cut simple free cash flow to $46.99 billion and still leave roughly 1.8 times dividend coverage, while an additional $40 billion would leave $26.99 billion, close to the dividend bill before buybacks. At September 30's approximate $3.81 trillion market capitalization, the payout was less than 1% of equity value, and fiscal 2026 simple free cash flow implies approximately 57 times free cash flow. Insider Monkey's hedge fund database showed 273 Microsoft holders in Q2 2026, compared with 282 in Q1, with Fisher Asset Management increasing its share position 3% to 26,611,728.
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Cloud & Digital Infrastructure › Mega-cap Hyperscalers Capital
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) Capital
Artificial Intelligence › AI Applications & Copilots Capital
MSFT · Capital · Positive Fiscal 2026 free cash flow of $66.99B covered the $26.45B dividend about 2.5 times, with $22.27B of buybacks funded from remaining cash.
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United States
Hyperscale Cloud (IaaS / PaaS)▲3

Amazon pledges over $1 billion for data center host communities

Amazon on Friday pledged more than $1 billion over five years for US communities that host its data centers, the latest tech giant seeking to win over residents increasingly hostile to the AI-fueled construction boom. The "Built Together" program, unveiled by Amazon Web Services chief Matt Garman in a 3,000-word blog post, will fund free community college degrees and trades training as well as energy-efficiency upgrades for schools and homes. The company also announced a "Data Center Commitment," promising that its facilities will not drive up local electricity bills and that it will publish annual figures on energy and water use. Garman said AWS would stop using nondisclosure agreements with government agencies on its projects, a practice that has become a major flashpoint for the movement opposing data centers; Microsoft made a similar move in March, the first major tech firm to do so. Garman cast the buildout as a national security imperative on par with the 1950s interstate highway system, warning that with more than 100 local moratoriums under consideration nationwide, the United States "could be writing its own losing ticket" in the AI race, and he disputed as false arguments that data centers drive up power costs, deplete water supply and cause pollution from diesel fumes.
About megatrends
Artificial Intelligence › AI Data Center & Build-out ▲Regulation
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Regulation
Artificial Intelligence › Colocation & Hyperscale REITs Regulation
AMZN · Capital · Positive Amazon pledges over $1 billion over five years for data center host communities via its 'Built Together' program.
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United States
Hyperscale Cloud (IaaS / PaaS)▲10impact 4

Alphabet Unveils Delayed Gemini 4 Argon, Undercuts Rivals on Price

Alphabet has unveiled Argon, the flagship of its Gemini 4 generation, months later than promised after the company scrapped Gemini 3.5 Pro, which Sundar Pichai had said would arrive in June. Google says Argon matches OpenAI's Astra and Anthropic's Opus on key coding and cybersecurity tests, though its own results show it trailing on two of the four coding tests included, and the model has no public release date, going only to select cybersecurity partners under the Trump administration's voluntary pre-release access process. Google is competing on price rather than raw capability, pricing Argon at $2 per million input tokens and $10 per million output tokens with cached input tokens discounted 95%, which Jefferies analyst Brent Thill calls a particularly important competitive move at about half the cost of some rival models. The delay came amid leadership churn, with DeepMind founder and chief executive Demis Hassabis stepping aside and several Gemini leaders leaving while Anthropic and OpenAI kept releasing new top models. The infrastructure side is stronger: Google Cloud revenue grew 82% year over year to $24.8 billion in Q2, customers have lined up a $514 billion backlog, cloud now makes up a little more than 20% of Alphabet's revenue, and its cloud market share has climbed to 14% from 12% at the end of 2025, while Alphabet projects 2026 data center capital spending of $195 billion to $205 billion.
About megatrends
Artificial Intelligence › Foundation Models & Research Labs Competition
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Competition
Artificial Intelligence › Closed / Frontier Labs Competition
Artificial Intelligence › AI Applications & Copilots Competition
Artificial Intelligence › AI Data Center & Build-out ▲Competition
Artificial Intelligence › AI Compute Cloud & Neoclouds ▲Competition
GOOG · Demand · Positive Google Cloud revenue grew 82% year over year to $24.8 billion with a $514 billion customer backlog and market share up to 14%.
GOOG · Pricing · Positive Google is undercutting rivals by pricing Argon at about half the cost of some rival models, which Jefferies calls an important competitive move.
GOOG · Technology · Neutral Gemini 4 Argon launched late and trails rivals on two of four coding tests, though it matches OpenAI and Anthropic on key benchmarks.
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Telecom Towers, Fiber & Colocation▲

AT&T CEO Stankey Says SpaceX's Starlink Cellular Plan Won't Work, Touts Fiber

AT&T CEO John Stankey said Elon Musk-led Space Exploration Technologies Corp.'s plan to roll out a cellular network will not work, arguing fiber-based connectivity beats satellites. In an interview with Axios on Tuesday, Stankey said fiber is three times faster than satellite networks and that satellite, even at its best over the next 10 years, still will not beat fiber. Asked about SpaceX's plan to install cellular base stations alongside Starlink dishes, Stankey said it would cost as much as building a macro network to handle those capabilities, and that companies cannot radiate cellular signals from someone's house without permission. He cited a whole bunch of reasons why SpaceX's plan would not work. Earlier this month, SpaceX won Federal Communications Commission approval to provide international telecommunications services, boosting its plans for direct-to-cell 5G connectivity via the Starlink constellation, and the FCC is set to vote on September 30 on unlocking an additional 1,000 MHz of spectrum for satellite broadband.
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Space Economy › Satellite Connectivity & Direct-to-Device ▼Competition
Space Economy › Direct-to-Device (satellite-to-cell) ▼Competition
Space Economy › Satellite Broadband, MSS & Ground Equipment ▼Competition
Cloud & Digital Infrastructure › Telecom Towers, Fiber & Colocation ▲Competition
T · Competition · Positive AT&T CEO touts fiber as superior to satellite and dismisses SpaceX's Starlink cellular plan, positioning AT&T's fiber connectivity as the winning approach.
SPCX · Competition · Negative AT&T CEO Stankey publicly argues SpaceX's Starlink direct-to-cell plan won't work and fiber beats satellites, casting doubt on the viability of SpaceX's cellular ambitions.
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United States
Telecom Towers, Fiber & Colocation

Cable One in Advanced Talks on Financing With GTCR and Lenders

Cable One, Inc. announced it is in advanced discussions with GTCR LLC, certain of its existing lenders and a consortium of leading private lending institutions regarding financing transactions to address certain of the Company's forthcoming capital needs. Cable One said it is working towards enhancing its capital structure to position the company to drive growth in shareholder value. Chief Executive Officer Jim Holanda said the contemplated financings are intended to strengthen Cable One's overall financial position, while GTCR Managing Director Stephen J. Jeschke said GTCR has been working closely with Cable One to facilitate a potential transaction that would bring new capital into the business. No definitive agreements have been entered into, and there can be no guarantee that any transaction will materialize. Separately, Cable One and GTCR agreed to extend the deadline for completion of Cable One's purchase of the 55% remaining stake it does not already own in Mega Broadband Investments Holdings LLC to October 9, 2026.
About megatrends
Cloud & Digital Infrastructure › Telecom Towers, Fiber & Colocation Capital
CABO · Capital · Neutral Cable One is in advanced talks with GTCR and lenders on financing to address forthcoming capital needs and strengthen its capital structure, but no definitive agreements exist.
GTCR · Capital · Positive GTCR is working closely with Cable One to facilitate a potential transaction bringing new capital into the business.
Mega Broadband Investments Holdings LLC · Capital · Neutral The deadline for Cable One's purchase of the remaining 55% stake in Mega Broadband was extended to October 9, 2026.
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United States
Enterprise Data Storage Systems▲impact 4

NetApp Shares Jump 16% After Record Q1 Beat and Raised Fiscal 2027 Outlook

NetApp delivered a record first quarter of fiscal 2027, with non-GAAP earnings of $2.58 per share, up 66.5% year over year and beating the Zacks Consensus Estimate of $2.13 by 21.1%, sending shares up about 16% since the report. Net revenues rose 29.9% to $2,025 million, surpassing the $1,843 million consensus mark by 9.9%, while billings increased 36.1% to $2,057 million. Within the total, Hybrid Cloud revenues advanced 30.1% year over year to $1,819 million, all-flash array revenues reached a record $1,309 million, up 46.6%, and Public Cloud revenues grew 28% to a record $206 million; together, all-flash and Public Cloud represented 75% of quarterly net revenues. The quarter included an additional week that contributed approximately $65 million to revenues, mainly from support and Public Cloud, and excluding that benefit total revenues increased 26% year over year. For fiscal 2027, NetApp now forecasts revenues of $7.975-$8.225 billion, with the $8.10 billion midpoint representing 17% growth and a $650 million increase from prior guidance, and earnings of $9.73-$10.03 per share, whose $9.88 midpoint represents 22% year-over-year growth.
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Cloud & Digital Infrastructure › Enterprise Data Storage Systems ▲Demand
NTAP · Capital · Positive NetApp posted record Q1 FY2027 earnings and revenue that beat consensus and raised its fiscal 2027 outlook by $650 million.
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United States
Mega-cap Hyperscalers▲impact 4

Anthropic Owes Amazon $110 Billion in Cloud Deal, Draft IPO Filing Shows

Anthropic's draft IPO prospectus shows roughly $110 billion owed to Amazon Web Services over about the next decade, part of $518 billion in total cloud, computing and infrastructure obligations the AI company has planned. Amazon's share traces back to a pledge of more than $100 billion over 10 years and, like most of that total, is owed even if Anthropic's usage falls short, giving Amazon revenue visibility that ordinary pay-as-you-go cloud usage does not. Spread evenly, the AWS portion runs above $10 billion a year, while Anthropic reportedly spent $7.33 billion on all of its suppliers combined in 2025. Amazon has also invested $18 billion in Anthropic through convertible notes and nonvoting preferred stock, with up to $15 billion more available, and those holdings are now carried at about $190 billion, up from about $61 billion at the end of 2025. Second-quarter net income more than tripled to $62.6 billion, with $53.4 billion of pre-tax, non-operating income coming mostly from the Anthropic investments. Separately, Synopsys and AWS announced a multi-year deal worth more than $1 billion under which Amazon's cloud unit will license chip design blueprints, and AWS now offers Claude Sonnet 5.5 through Amazon Bedrock.
About megatrends
Cloud & Digital Infrastructure › Mega-cap Hyperscalers ▲Capital
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Capital
Artificial Intelligence › AI Compute Cloud & Neoclouds ▲Capital
Artificial Intelligence › Closed / Frontier Labs Capital
AMZN · Capital · Positive Amazon's $18B Anthropic investment (up to $15B more available) is now carried at about $190B, driving $53.4B of pre-tax non-operating income and tripled Q2 net income.
AMZN · Demand · Positive Anthropic's draft IPO filing shows roughly $110B owed to AWS over the next decade, with most obligations owed even if usage falls short, giving Amazon contracted revenue visibility.
SNPS · Demand · Positive Synopsys and AWS announced a multi-year deal worth more than $1B under which Amazon's cloud unit will license Synopsys chip design blueprints.
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United States
Hyperscale Cloud (IaaS / PaaS)impact 4

Amazon Plans $8 Billion Off-Balance-Sheet Move for Nvidia AI Chips

Amazon is planning to shift $8 billion worth of Nvidia AI chips off its balance sheet, according to the Financial Times, by creating a special-purpose vehicle that would own the chips and lease them back to the company. Outside investors would be able to buy into that special-purpose vehicle, a structure the report notes is becoming increasingly common among hyperscalers, though Amazon's move is unusual because it already owns the chips, whereas some competitors made such structured chip investments off balance sheet from the start. The model has drawn pushback, most notably from long-term bear Ed Citrone, who called it the dodgiest and most desperate thing he has seen in the bubble so far. Critics argue the main drawback is reduced transparency, since off-balance-sheet treatment obscures financial commitments and leaves unclear who holds the risk and who is owed what and when. The hosts noted that the debt holders in the special-purpose vehicle, not Amazon, would ultimately bear that risk, though the identity of those buyers is not yet known because the deal has not been done.
About megatrends
Artificial Intelligence › AI Compute & Accelerator Silicon Capital
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) Capital
Artificial Intelligence › AI Compute Cloud & Neoclouds Capital
AMZN · Capital · Neutral Amazon plans an $8B off-balance-sheet special-purpose vehicle to hold Nvidia AI chips and lease them back, a financing structure that obscures commitments and risk.
NVDA · Demand · Neutral Amazon's $8B chip move involves Nvidia AI chips, but the article does not describe new Nvidia orders or demand, only the financing structure.
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