Every company sits on a mountain of data — sales, customers, inventory, every click on the website. But raw data is like raw material piled up in a warehouse with no shelves: you can't actually use it. A "Data Platform" is the place where all that data comes together, gets organized, and can be queried fast enough to drive decisions. And right now it matters ten times more than it used to — because for AI to get smart about your business, it has to feed on your company's data — the data your rivals don't have. That's why this has become a battlefield where Snowflake and Databricks fight it out at valuations in the hundreds of billions.
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Theme index· base 100 · USD total return
Why is Data Platforms & Analytics moving?
Q2 2026
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AI Demand Lifts Data Platforms; Costs and Competition Loom
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AI infrastructure spending surge Apollo and Blackstone's $35B deal for Anthropic's data centers and Palantir's U.S. Army data-layer role show massive AI-driven demand for data platforms.
This point highlights the major new deals that boosted the sector.
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Strong earnings and guidance Snowflake's revenue accelerated 34%, raised guidance, and signed a $6B AWS deal; Teradata, MongoDB, and Salesforce's Informatica bet confirmed broad demand.
This point shows concrete financial results that drove the sector.
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CIO budget increases A Jefferies survey showed CIOs raising 2026 software budgets to 6.2%, with 68% holding dedicated AI budgets, signaling sustained spending.
This point provides forward-looking demand evidence from CIOs.
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Counterweights: competition and costs Qualcomm's data center push faces NVIDIA dominance, memory shortages raised device prices, Palantir's European contracts slipped, and rising costs could pressure margins.
This point gives a fair picture of the challenges despite strong demand.
Latest
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AI data demand persists, but leadership exits and funding costs test the theme
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MongoDB CEO exit and Meta's enterprise push rattle data platform leadership MongoDB CEO CJ Desai abruptly left to run Meta's new enterprise platform, sending MongoDB shares down 16-25% and pressuring software peers. Meta's move into enterprise AI tools adds a deep-pocketed competitor. This is a talent and competition hit to the theme, though MongoDB reaffirmed guidance and analysts still see upside.
This is the period's biggest new event, directly hitting a key data platform company and signaling new competition from Meta.
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China's financial support for AI and data infrastructure China's central bank and seven departments issued new guidelines to channel credit, bonds, and equity into AI software, high-quality industry datasets, and computing infrastructure. This broadens funding for data platforms and AI tools in China, supporting demand and supply for the theme.
It is a new policy catalyst that expands financial support for data infrastructure, a key demand driver for the theme.
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New products and partnerships embed governed data deeper into AI workflows CData launched an AI gateway for governed agent access, Truepic brought verified media to Verisk's claims platform, Nokia and Microsoft expanded their telecom data partnership, and Supabase raised $150M and bought Turso. These moves make enterprise data more AI-ready and expand the theme's reach.
These are fresh product and funding developments that show the ecosystem broadening and maturing, a positive for the theme.
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Snowflake's $3.75B convertible raise and Oracle's cloud shift highlight funding and margin trade-offs Snowflake raised $3.75B in zero-coupon convertible notes, a low-cost but potentially dilutive move. Oracle's multicloud database revenue jumped 353%, but its shift to pay-per-use cloud pricing pressures legacy software margins and requires heavy capital spending. Both show the theme's growth is real but increasingly costly to fund.
These capital and pricing moves show the cost side of AI data growth, a key counterweight to the positive demand story.
Q3 2026
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AI Demand Drives Record Results, But Valuation and Credit Risks Mount
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AI-driven demand powers record results AWS revenue rose 28%, Snowflake product revenue grew ~34%, Palantir jumped 84.7%, and Google Cloud surged 82%. Databricks raised $5B at a $190B valuation, while NVIDIA, Salesforce, SAP, and MongoDB raised guidance.
This point captures the core positive force behind the sector's performance in Q3.
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Global expansion and partnerships broaden demand Partnerships like Cloudera-VAST and Cursor, China's 15.7% data-industry growth, and deeper AI integration expanded demand globally, showing the trend is not limited to the U.S.
This point highlights the geographic and strategic broadening of demand, a new development in Q3.
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GPU shortages and competition intensify pressure GPU shortages constrain AI workloads, and Databricks' raise intensifies competition and pricing pressure. Google Cloud's free cash flow turned negative amid heavy AI spending, raising overcapacity concerns.
This point identifies key operational and competitive risks that emerged during the quarter.
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Valuation and credit risks build The Bank of England warned of a disorderly AI correction, Oracle fell ~50% on massive capex and debt, software credit stress rose 25%, MongoDB's CEO abruptly departed, and Snowflake's convertible raise signaled dilution and rising funding costs.
This point captures the major negative counterweight that developed by quarter-end.
News & notes movingData Platforms & Analytics
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Data Platforms & Analytics▲
Supabase Raises $150M Led by GIC and Acquires Turso
Supabase announced $150 million in new funding led by GIC, with Alphabet's independent growth fund CapitalG, IronArc, and SquarePeg also participating, just four months after the company's $500 million Series F. The company also announced it is acquiring Turso, a platform that lets developers access higher volumes of databases for agentic workloads. Supabase is now adding more than 1M users and 4M databases per month, with 70% of new databases created by agents or AI-driven tools, following a 600% year-over-year increase in databases reported in June. Turso founder Glauber Costa will join Supabase as Head of Agentic Services alongside co-founder Pekka Enberg and the rest of the Turso team, and the Turso platform will continue operations with a clear graduation path into the rest of the Supabase ecosystem. The round will accelerate Supabase's product development around agent-driven databases and provide liquidity for employees.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Capital
Artificial Intelligence › AI Tooling, Data & MLOps ▲Capital
Artificial Intelligence › Agentic AI & Autonomous Workflows ▲Capital
Artificial Intelligence › AI Applications & Copilots ▲Capital
Supabase · Demand · Positive Supabase is adding over 1M users and 4M databases per month, with 70% of new databases created by agents or AI tools.
Supabase · Capital · Positive Supabase raised $150M led by GIC, four months after its $500M Series F, providing liquidity and funding for product development.
Turso · Capital · Positive Turso is being acquired by Supabase, with its founder joining as Head of Agentic Services and the platform continuing operations.
Oracle is repositioning its database business around cloud consumption, raising the question of whether its historically lucrative database franchise can sustain margins as delivery shifts from licenses to usage. Oracle made Exadata Database Service on Exascale Infrastructure generally available on Oracle AI Database@AWS with pay-per-use pricing, and signed an expanded long-term collaboration agreement with Amazon Web Services to accelerate customer migrations, with the service now spanning 22 AWS Regions. In first-quarter fiscal 2027 results, multicloud database revenues surged 353% year over year, multicloud customers rose 180%, and Oracle completed its planned expansion across Azure and AWS, reaching 70 multicloud database regions. The shift carries margin trade-offs: software revenues, home to legacy license and support streams, declined 3% to $5.5 billion as customers migrated on-premise workloads to the cloud, while pay-per-use pricing lowers entry price points and partner-hosted deployments add capital intensity. Consolidated profitability has held firm so far, with total revenues up 30% to $19.3 billion, non-GAAP operating income up 31% to $8.2 billion, implying a margin of about 42%, and GAAP operating income up 57% to $6.7 billion, though capital expenditures reached $28.5 billion, leaving free cash flow at negative $5 billion, and Oracle expects to raise about $40 billion through debt and equity in fiscal 2027. For the second quarter, Oracle projects revenue growth of 30-34%, cloud revenue growth of 65-71% and non-GAAP EPS of $1.85-$1.93, while for fiscal 2027 it expects revenues of at least $90 billion and non-GAAP EPS of $8.10, supported by remaining performance obligations of $664 billion.
Cloud & Digital Infrastructure › Data Platforms & Analytics Pricing
ORCL · Capital · Neutral Multicloud database revenue surged 353% and total revenue rose 30%, but software revenue fell 3% and capex of $28.5B left free cash flow at negative $5B with plans to raise $40B.
AMZN · Demand · Positive Oracle expanded its long-term collaboration with AWS and made Exadata Database Service available on Oracle AI Database@AWS across 22 AWS Regions, driving customer migrations to AWS.
OceanBase and MB Bank Sign MOU on Database Modernization
OceanBase and MB Bank, Vietnam's Military Commercial Joint Stock Bank, announced the signing of a Memorandum of Understanding for a database modernization partnership. Under the collaboration, OceanBase will serve as the underlying database technology provider supporting MB Bank's data infrastructure modernization, system resilience and business continuity, while MB Bank retains full control over its data management and daily business operations. MB Bank, which carries a brand value of more than USD 2 billion, said the partnership aims to build a robust, reliable and future-ready infrastructure for its digital banking transformation. The deal comes as Vietnam's digital economy grew 17% in 2025, the second fastest in Southeast Asia, with its share of GDP rising from 12.87% in 2021 to 14.02% in 2025, or approximately US$72.1 billion, against a government target of 30% of GDP by 2030. MB Bank Deputy CEO Nguyen Xuan Hoc said the bank looks forward to exploring advanced data infrastructure capabilities, while OceanBase CEO Evan Yang said the company hopes to leverage its distributed database technology to support banking modernization in Vietnam and across Southeast Asia.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
MB Bank (Military Commercial Joint Stock Bank) · Technology · Positive MB Bank partners with OceanBase to modernize its data infrastructure for digital banking transformation
OceanBase · Demand · Positive OceanBase signs MOU to be MB Bank's underlying database technology provider for its modernization
SoftwareOne Achieves AWS Data Competency in Analytics and Database
SoftwareOne announced it has achieved the AWS Data Competency in the Analytics and Database categories, a validation awarded only to AWS partners with proven customer success and deep technical expertise. The competency recognizes SoftwareOne's work helping customers modernize and run mission-critical database workloads on AWS, including migrating from proprietary licensed engines to open-source alternatives to cut costs and building data lakes and analytics platforms. Gudmundur Adalsteinsson, Chief Channels and Ecosystems Officer at SoftwareOne, said the recognition reflects both sides of how the company helps customers, optimizing and modernizing databases while building the data foundations that AI and agentic AI projects depend on. The achievement builds on SoftwareOne's existing AWS credentials, including the AWS AI Services Competency and AWS Machine Learning Competency, and its participation in the AWS Generative AI Partner Innovation Alliance, bringing its total to 23 AWS Competencies. SoftwareOne, a global software and cloud solutions provider listed on the SIX Swiss Exchange and Euronext Oslo Bors under the ticker symbol SWON, is an AWS Premier Tier Services Partner with a presence in over 70 countries and a team of about 12,000 professionals.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
Artificial Intelligence › AI Tooling, Data & MLOps ▲Technology
SWON.SW · Demand · Positive SoftwareOne earned AWS Data Competency in Analytics and Database, validating its customer success and expertise in winning database/data-platform work.
Synthesized Launches Intelligent TDM Platform on SAP Store
Synthesized announced that its enterprise-grade test data management platform is now available on SAP Store, listed as Synthesized: Intelligent TDM. SAP customers can discover, evaluate, and purchase the platform through SAP's marketplace, which provides governed, production-realistic data to test SAP business processes and validate enterprise AI agents across connected systems. The platform supports SAP applications running on HANA and other databases, as well as cloud SAP applications and connected enterprise systems, and combines AI with configurable transformation and provisioning workflows for copying, subsetting, masking, anonymization, and synthetic data generation. Synthesized can be deployed using Kubernetes or Docker in the customer's environment, including supported air-gapped configurations, with a target of a first test data refresh within one working day. In published case studies, Deutsche Bank reduced test data provisioning time by 80%, and the European Commission selected Synthesized through a public tender for privacy-preserving data sharing, with the platform running at service levels above 99.5%.
RocketReach Partners with Gong to Bring 700 Million Verified Contacts into Gong Enrich
RocketReach announced a strategic data partnership with Gong to become a Gong Enrich Data Partner, bringing its 700 million preverified contacts into Gong's AI-powered Revenue Graph. Under the deal, GTM teams can connect RocketReach to Gong and pull RocketReach contact data directly into revenue workflows, including access to RocketReach's 700+ million verified contacts. The integration lets teams fill missing email addresses or phone numbers in Gong Engage Flows, enrich contacts and accounts in a single click without leaving Gong, and move from research to outreach using preverified data. Gong admins retain full control over RocketReach's placement in their enrichment waterfall and CRM syncs, and teams can use existing RocketReach credits through Gong's Bring Your Own Keys before drawing on Gong credits. RocketReach is available on the Gong Collective today, with MCP support planned in the near future. RocketReach is trusted by more than 30 million users and 95% of the S&P 500, and provides access to over 700 million contacts and 60 million companies worldwide.
Artificial Intelligence › AI Tooling, Data & MLOps ▲Technology
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
Cloud & Digital Infrastructure › API & Integration (iPaaS) ▲Technology
Gong.io · Demand · Positive Gong gains RocketReach's 700M verified contacts as a Gong Enrich Data Partner, enriching its Revenue Graph and Engage Flows for GTM teams
RocketReach · Demand · Positive RocketReach's 700M contacts become available inside Gong Enrich, expanding distribution of its data to Gong's GTM users
askpolly Integrates With Microsoft Copilot Cowork to Link Social Insights and Sales Data
askpolly announced that its platform is now integrated with Microsoft Copilot Cowork, letting customers combine its social insights with their own sales data inside the Microsoft tools they already use. Through askpolly's API, users can merge askpolly's social data with their own sales data directly within Microsoft Dynamics 365, Microsoft Power BI, or Copilot, with nothing uploaded to the cloud. The company said companies spend $97 billion a year on market research that can take months to complete, while askpolly delivers statistically valid answers in as little as two minutes. Anyone with a current Copilot subscription can download and activate askpolly through Microsoft Marketplace, and askpolly is also Microsoft Azure IP co-sell eligible, allowing qualifying customers to purchase the platform against their existing Azure commitment. The platform, a product of Advanced Symbolics Inc. of Ottawa, Ontario, is trusted by more than 200 companies and refreshes its underlying data every 24 hours.
Artificial Intelligence › AI Applications & Copilots ▲Technology
Cloud & Digital Infrastructure › API & Integration (iPaaS) ▲Technology
Cloud & Digital Infrastructure › Data Platforms & Analytics Technology
askpolly · Demand · Positive askpolly's platform is now integrated with Microsoft Copilot Cowork and available via Microsoft Marketplace, broadening its customer reach.
Advanced Symbolics Inc. · Demand · Positive Advanced Symbolics Inc.'s askpolly product gains Microsoft Copilot integration and Azure IP co-sell eligibility, expanding distribution.
MSFT · Demand · Positive askpolly's platform integrates with Microsoft Copilot Cowork, Dynamics 365, Power BI, and Microsoft Marketplace, expanding Copilot's ecosystem adoption.
Everpure Adds MCP Integration and AI-Optimized FlashBlade to Data Platform
Everpure announced new platform capabilities extending its Data Primacy vision, including native MCP integration, AI-optimized FlashBlade acceleration, and privacy-first data intelligence tools aimed at simplifying and securing enterprise data management for AI workloads. The company said the upgrades bring high-performance AI execution directly to data at the source while classifying sensitivity and access in real time, positioning its platform as a central control layer for both AI cost management and cyber resilience. Everpure said the near-term catalysts remain execution on its FY2027-2028 revenue guidance and uptake of newer software-led offerings. Eight Simply Wall St Community valuations for Everpure span roughly US$84 to over US$370 per share. The company faces a rich sales multiple, recent insider selling, a volatile share price, and index reshuffling.
Semarchy Launches Data Products Workload for Microsoft Fabric
Semarchy announced the Semarchy Data Products workload for Microsoft Fabric at the European Microsoft Fabric + SQL Community Conference in Barcelona. The workload publishes Intelligent Data Products from the Semarchy Data Platform for Microsoft Fabric, making mastered data and semantic intelligence available at scale to Microsoft Fabric services including Microsoft Power BI and Fabric data agents, as well as to business analysts and data scientists. It will be available through the Microsoft Fabric Workload Hub and follows the Semarchy Fabric CLI announced at Microsoft FabCon EMEA in September 2025, with the Semarchy Data Platform for Microsoft Fabric set to arrive on the Microsoft Azure Marketplace in October. The workload publishes certified data into Microsoft OneLake, kept continuously in sync, and builds and enriches a Fabric semantic model from the data product's governed business context, with lineage and discoverability published to Microsoft Purview. It will be available at no additional charge to licensed customers of the Semarchy Data Platform for Microsoft Fabric, and joins the Semarchy Fabric CLI, generally available since March 2026.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
Artificial Intelligence › AI Tooling, Data & MLOps ▲Technology
Semarchy · Technology · Positive Semarchy launched its Data Products workload for Microsoft Fabric, a new product development extending its data platform.
MSFT · Demand · Positive Semarchy's new Data Products workload publishes certified data into Microsoft Fabric services like Power BI and OneLake, expanding the Fabric ecosystem's product adoption.
NTT DOCOMO BUSINESS Migrates Database Platform to Oracle Cloud, Cuts License Costs 43 Percent
NTT DOCOMO BUSINESS, Inc., formerly NTT Communications Corporation, has migrated its shared internal Oracle-based database platform to Oracle Autonomous AI Database on Oracle Cloud Infrastructure, moving tens of terabytes of data off its on-premises environment and cutting database license costs by 43 percent. The shared platform hosts critical internal systems including network management, security, and service operations, and currently supports 12 critical internal systems connected to approximately 400 servers. Akihiro Ito, senior vice president of the Integrated Service Operations Division at NTT DOCOMO BUSINESS, said the flexible consumption model delivered the 43 percent license-cost reduction versus on-premises, while automation of patching, backups, and routine maintenance has significantly reduced day-to-day administrative work. To strengthen business continuity, the company implemented a disaster recovery architecture across two Oracle Cloud regions in Japan, which it says supports stable operations and faster recovery from disruptions. The company added that automated backups, patching, and maintenance have cut the time and effort needed to address security vulnerabilities and enabled faster responses to AI-enabled cyberattacks and emerging vulnerabilities.
Cloud & Digital Infrastructure › Mega-cap Hyperscalers ▲Technology
NTT DOCOMO BUSINESS, Inc. · Capital · Positive The migration cut database license costs by 43 percent versus on-premises, a direct cost/margin benefit for the company.
ORCL · Demand · Positive NTT DOCOMO BUSINESS migrated its database platform to Oracle Autonomous AI Database on OCI, a concrete customer win for Oracle's cloud product.
MongoDB Interim CEO Ittycheria Says No Rush to Name Successor After Desai's Meta Exit
MongoDB interim president and CEO Dev Ittycheria said the company is not in a rush to find a permanent successor to Chirantan "CJ" Desai, who left after roughly 11 months to lead a new AI platform for enterprise customers at Meta Platforms. Speaking on Bloomberg The Close, Ittycheria said Desai's departure was not anticipated but that the business is on solid footing, and he attributed the move to a very lucrative financial offer from Meta rather than any issue at MongoDB. At the company's investor day, MongoDB raised its long-term revenue growth guide from high teens to 20 plus percent, lifted its Atlas guidance from 20% to the mid 20s, and committed to double-digit growth in its EA business, which it said it had not seen in the last couple of years. Ittycheria also pointed to strong guidance for profitability and cash flow, citing secular AI tailwinds, and said MongoDB's newest version Alice 9.0 and a new capability called Alice Infinite push the envelope of elasticity and scale for agentic workloads. He added that MongoDB expects to be a net beneficiary as customers move brittle, expensive legacy applications to modern platforms, and that buying behavior has shifted as customers weigh IP protection, data residency, choice and cost.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Talent
Artificial Intelligence › AI Tooling, Data & MLOps ▲Talent
Artificial Intelligence › Agentic AI & Autonomous Workflows ▲Talent
MDB · Capital · Positive MongoDB raised its long-term revenue growth guide to 20%+, lifted Atlas guidance to mid-20s, and committed to double-digit EA growth with strong profitability/cash-flow guidance at its investor day.
MDB · Technology · Positive Ittycheria highlighted MongoDB's new Alice 9.0 and Alice Infinite capabilities pushing elasticity and scale for agentic workloads.
DA Davidson Keeps Buy on MongoDB After CEO Exit, $465 Target
DA Davidson analyst Rudy Kessinger maintained a Buy rating and $465 price target on MongoDB, implying more than 38% upside, after CEO Chirantan CJ Desai departed to join Meta Platforms as chief enterprise platform officer. Kessinger called the departure very disappointing, citing Desai's role in strengthening MongoDB's relationships with large enterprise customers and winning bigger, longer-duration deals. MongoDB has brought back longtime executive Dev Ittycheria as interim CEO while the board searches for a permanent successor; Ittycheria previously led the company from 2014 through 2025. Bank of America analyst Koji Ikeda said the timing was clearly negative and complicates the setup, but kept a Buy rating and $540 price target, implying more than 60% upside, arguing Ittycheria could provide more stability than a typical interim CEO. The transition comes just ahead of MongoDB's Investor Day in New York City, where management is expected to lay out its growth strategy and longer-term priorities.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▼Talent
MDB · Capital · Negative CEO Chirantan Desai departed to Meta, prompting analysts to call the timing negative and complicating the setup despite maintained Buy ratings.
IT Operations Analytics Market to Rebound from $23.43 Billion in 2026 to $30.13 Billion by 2030
The global IT operations analytics market is projected to decline from $24.53 billion in 2025 to $23.43 billion in 2026, a compound annual growth rate of -4.5%, before rebounding to $30.13 billion by 2030 at a 6.5% CAGR from 2026, according to the IT Operations Analytics Market Report 2026 added to ResearchAndMarkets.com. The near-term contraction reflects high implementation and integration costs, the complexity of managing heterogeneous IT environments, and a shortage of professionals with advanced analytics expertise. Growth through 2030 is expected to be driven by the integration of artificial intelligence and machine learning into analytics platforms, rising adoption of hybrid IT environments, demand for automated incident management, and a focus on IT performance optimization. In April 2023, PagerDuty Inc. introduced PagerDuty AIOps, an automation solution spanning event ingestion through auto-remediation, and in May 2023 Hewlett Packard Enterprise completed its acquisition of OpsRamp Inc. for $4.5 billion to combine OpsRamp's hybrid digital operations management with HPE's edge-to-cloud platform. North America was the largest regional market in 2025, while Asia-Pacific is expected to record the fastest growth; featured companies include Microsoft Corporation, International Business Machines Corporation, Cisco Systems Inc., Oracle Corporation, Broadcom Inc., SAP SE, Splunk Inc., and BMC Inc.
Cloud & Digital Infrastructure › Observability & DevOps ▲Technology
Cloud & Digital Infrastructure › Data Platforms & Analytics Technology
HPE · Capital · Positive HPE completed its $4.5 billion acquisition of OpsRamp to combine hybrid digital operations management with its edge-to-cloud platform, positioning it in the growing AIOps market.
PD · Technology · Positive PagerDuty introduced PagerDuty AIOps, an automation solution spanning event ingestion through auto-remediation, aligning with the market's AI/ML-driven growth drivers.
HumanTronik Acquires CloudMoyo to Pair Enterprise AI Platform With Microsoft Engineering Depth
HumanTronik announced it has acquired CloudMoyo, combining HumanTronik's enterprise AI platform with CloudMoyo's Microsoft engineering depth, Icertis Contract Intelligence expertise, and forward-deployed delivery teams across the United States. Financial terms of the deal were not disclosed. CloudMoyo will continue to operate under its own brand, with no change to existing customer teams, contracts, or service commitments. CloudMoyo brings more than a decade of Microsoft engineering depth across Azure, Fabric, and Foundry, and its customers include global enterprises such as Expeditors, GMXT/Ferromex, Terracon, Investors Title Insurance Company, and AIDS Healthcare Foundation. The combined company operates across San Francisco, Seattle, Singapore and Pune.
CAS and Novartis Partner to Build AI-Ready Reaction Data Platform
CAS, a division of the American Chemical Society, announced a collaboration with Novartis Biomedical Research to enhance reaction data accessibility and support AI-enabled research. Under the initiative, CAS will apply its data transformation services through CAS Intelligence Hub to organize and standardize Novartis' extensive collection of proprietary experimental reaction data, making it searchable alongside more than 160 million scientist-curated reactions from the CAS Content Collection. CAS will also work with Novartis to develop a customized discovery platform built on the CAS SciFinder architecture, designed to let Novartis researchers search, analyze, and cross-reference their enriched internal reaction data and CAS data simultaneously. Tim Wahlberg, Interim President of CAS, said the collaboration reflects the critical importance of a strong scientific data infrastructure alongside domain-specific technology and expertise for drug discovery workflows. The effort addresses the long-standing challenge of searching internal and external data together and lays the foundation for future CAS platform capabilities, including large language models and agentic AI.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
016920.KQ · Demand · Positive CAS wins a collaboration with Novartis to apply its data transformation services and build a customized discovery platform, a concrete new client engagement.
NOVN.SW · Technology · Positive Novartis gains a customized AI-ready platform to organize and search its proprietary reaction data, supporting its drug discovery R&D.
Truepic Brings Verified Photo and Video Capture to Verisk's ClaimSearch Platform
Truepic announced that its image and video authentication capabilities are now available within Verisk's ClaimSearch platform, letting claims adjusters request verified visual evidence directly inside their existing workflow after a fraud alert. Verisk, a strategic data analytics and technology partner to the global insurance industry, operates ClaimSearch as a claims intelligence network used to detect fraud, identify patterns and evaluate claims more efficiently. Truepic authenticates each image and video at the moment of capture and runs it through more than 50 built-in fraud checks, and the capability can be triggered automatically by customizable, rules-based automation. The company cited Verisk's State of Insurance Fraud study from March 2026, which found that 36% of consumers say they would alter a photo to strengthen an insurance claim and 99% of carriers report having encountered AI-manipulated claim documentation, while only 32% of insurers are very confident in identifying deepfakes. Truepic Vision is available now to all carriers using Verisk's ClaimSearch.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
Truepic · Demand · Positive Truepic's authentication technology is now available to all carriers using Verisk's ClaimSearch, expanding its customer reach.
VRSK · Demand · Positive Truepic's verified capture capability is now integrated into Verisk's ClaimSearch platform, enhancing the product offering for carriers.
CData Launches Connect AI Gateway for Governed Enterprise AI Agents
CData Software launched CData Connect AI Gateway, a new control point connecting AI agents and the people who work with them to enterprise systems, available through an early access program beginning September 29, 2026. The Gateway is built on CData's data layer, which already powers Palantir, Google, hundreds of enterprise products and thousands of customers worldwide, and it exposes hundreds of CData-built connectors as governed tools over live systems including SAP, NetSuite, Salesforce, warehouses, databases, and on-premises and legacy environments. It enforces permissions down to the record, validates changes against each system's own business rules before they commit, and routes every request to the most efficient model, with spend attributed and budgeted by team, agent, model and tool. In CData Labs research, prompts run through CData's connectors returned correct results 98.5 percent of the time across CRM, project management, data warehouse and ERP systems, against 65 to 75 percent for competing MCP approaches, and a second study of 22 models found the least expensive returned the same correct answer at 178 times lower cost than the most expensive. Adobe AI Software Lead Padmakar Pasala said CData Connect AI gave its agents live, governed access to applications like SAP, cutting test delivery from 10 weeks of manual effort to about one, a 10x acceleration. CEO and co-founder Amit Sharma said the Gateway answers questions of control from one control point, letting companies hand agents real responsibility and stand behind every answer and every action.
Artificial Intelligence › AI Tooling, Data & MLOps ▲Technology
Artificial Intelligence › Agentic AI & Autonomous Workflows ▲Technology
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
Cloud & Digital Infrastructure › API & Integration (iPaaS) Technology
Artificial Intelligence › AI Applications & Copilots ▲Technology
Cybersecurity & Digital Trust › AI Security & Agent Guardrails ▲Technology
CData Software · Technology · Positive CData launched its Connect AI Gateway, a new governed control point for enterprise AI agents, with early access starting September 29, 2026.
ADBE · Technology · Positive Adobe AI Software Lead cites CData Connect AI cutting its agent test delivery from 10 weeks to about one, a 10x acceleration.
Snowflake Raises US$3.75 Billion in Zero-Coupon Convertible Notes
Snowflake completed private offerings of zero-coupon, senior unsecured convertible notes totaling US$3.75 billion in late September 2026, split between maturities in 2029 and 2031 under Rule 144A. Alongside the financing, Liquibase announced the availability of Liquibase Secure on Snowflake Marketplace, a third-party tool that helps customers automate and govern data-related changes. The zero-interest convertible raise is seen mainly as affecting near-term debate around dilution and balance sheet risk rather than Snowflake's core thesis, while the Liquibase launch reinforces the company's push to sit at the center of governed, auditable data change. Snowflake's narrative projects $11.9 billion in revenue and $202.2 million in earnings by 2029, with a fair value estimate of $425.19, a 30% upside to its current price. Some of the lowest-estimate analysts assume about 23 percent annual revenue growth but no profits within three years, a picture that could shift if the fresh zero-coupon debt and potential dilution reshape expectations.
ClickHouse Expands Microsoft Collaboration With Fabric Workload and OneLake Integration
ClickHouse announced a significant expansion of its strategic collaboration with Microsoft at The European Microsoft Fabric + SQL Community Conference in Barcelona, Spain, encompassing four major milestones. The company launched a native ClickHouse workload for Microsoft Fabric, now in public preview through the Fabric workload hub, which brings the ClickHouse query engine directly into the Fabric experience and accelerates OneLake queries to sub-second response times. ClickHouse support for reading Apache Iceberg tables from OneLake using OneLake Table APIs is now generally available, while support for writing Iceberg tables to OneLake with credential vending is in public preview. ClickHouse Bring Your Own Cloud is now available to Azure customers through the Microsoft Marketplace, letting organizations run ClickHouse Cloud inside their own Azure tenant while ClickHouse manages provisioning, upgrades, monitoring, and scaling. Yury Izrailevsky, President of Product and Engineering at ClickHouse, said the engineering teams worked closely together so these capabilities are seamlessly integrated into the Microsoft data platform rather than layered on top of it, and Dipti Borkar, Vice President of Microsoft IQ and OneLake at Microsoft, said joint customers have more best-in-class analytical engines to choose from without moving or copying data between platforms.
ClickHouse · Technology · Positive ClickHouse launched a native Fabric workload, OneLake Iceberg read/write support, and BYOC on Azure Marketplace, deepening its Microsoft integration.
MSFT · Technology · Positive ClickHouse launched a native workload for Microsoft Fabric and OneLake integration, expanding Microsoft's data platform capabilities.
Atlan Launches Generally Available Microsoft Fabric Connector With OneLake Interoperability
Atlan announced the general availability of its Microsoft Fabric connector, including new OneLake interoperability for its Iceberg-native Context Lakehouse, at FabCon Europe in Barcelona. The connector, with version 2.0 shipped in August 2026, catalogs Fabric workspaces, lakehouses, warehouses, semantic models, reports, dashboards, dataflows, and data pipelines down to the table and column level, and extracts end-to-end lineage from upstream external SQL sources through semantic models to reports and visuals. Through the OneLake integration, Atlan's context tables are stored natively in Apache Iceberg in open tables the customer owns in OneLake, so that context can be queried directly from Microsoft Fabric rather than copied into another store. Atlan said it is also designing an integration to bring unstructured content from across Microsoft's ecosystem into its enterprise context layer, and is working toward a one-click integration between OneLake and its Context Lakehouse. The connector is generally available to Atlan customers today, and Atlan is available in the Microsoft Marketplace and is Microsoft Azure co-sell eligible.
Cloud & Digital Infrastructure › Data Platforms & Analytics Competition
Atlan · Technology · Positive Atlan launched GA of its Microsoft Fabric connector with OneLake interoperability for its Iceberg-native Context Lakehouse.
MSFT · Technology · Positive Atlan's Fabric connector and OneLake interoperability deepen the Microsoft Fabric/OneLake ecosystem, adding a partner integration for Microsoft's data platform.
Daivio Launches AI Data Analysis Workload for Microsoft Fabric
DATA AI ANALYSIS LTD announced that Daivio, its AI analyst for Microsoft Fabric, is now available as a workload in the Microsoft Fabric Workload Hub and as a SaaS offer on Microsoft Marketplace. The launch coincides with the European Microsoft Fabric + SQL Community Conference in Barcelona, running 28 September to 1 October 2026. Daivio runs as an item inside the Fabric workspace, letting analysts sign in with existing Microsoft Entra ID credentials and work with data already in Microsoft OneLake, from a Lakehouse file, Delta table, Warehouse or SQL database, without exporting it. Users get AI-assisted profiling, eighteen one-click cleaning transformations, plain-language questions answered with the SQL, result table and chart, plus a SQL playground, Jupyter notebooks and Save to Lakehouse. Chief Executive Officer Drar Amreh said analysts previously lacked a way to get from a messy file to a defensible answer without leaving the workspace, while Chief Technology Officer Ashutosh Mishra said Daivio was built on the Fabric Extensibility Toolkit so every answer comes with the SQL and notebook behind it. A Free plan is available, the Pro plan is billed per minute of active processing with no monthly fee, and an Enterprise plan is billed through Microsoft Marketplace.
Artificial Intelligence › AI Applications & Copilots Competition
Cloud & Digital Infrastructure › Data Platforms & Analytics Competition
DATA AI ANALYSIS LTD · Technology · Positive DATA AI ANALYSIS LTD launches Daivio, its AI analyst for Microsoft Fabric, as a Fabric workload and Marketplace SaaS offer.
MSFT · Technology · Positive Daivio launches as a workload in the Microsoft Fabric Workload Hub and SaaS offer on Microsoft Marketplace, expanding the Fabric ecosystem.
Snowflake plans a private offering of US$3.5b in 0.00% Convertible Senior Notes due 2029 and 2031, to be sold to qualified institutional buyers in two series. The company intends to use the proceeds for note repurchases, potential investments, and capped call transactions that may limit share dilution. The zero coupon structure gives Snowflake extra capital without adding ongoing interest expense, a consideration for a business still working toward sustained profitability. The other side of the trade is future dilution risk if the converts are ultimately exchanged into equity, especially with analysts already expecting shares outstanding to climb. Snowflake runs a cloud-based data platform used by organizations that store, process, and share large volumes of information across different clouds, and competes with Microsoft, Amazon and Google.
Nokia and Microsoft Expand AI Partnership for Telecom Network Data
Nokia Oyj is extending its partnership with Microsoft Corporation to build an agentic, unified data foundation that combines Nokia Data Suite with Microsoft Fabric to enable AI-driven telecommunications network operations. The collaboration integrates network data products with Microsoft's cloud analytics and AI capabilities, allowing operators to access structured network data in minutes rather than weeks, and the solution is currently available, building on existing agreements across cloud infrastructure, security, and AI workloads. For Nokia, the integration accelerates monetization within its AI & Cloud segment, where order intake reached €2.8 billion in Q2 2026 and net sales to AI & Cloud customers surged 105% year-over-year, supported by €2.78 billion in net cash. For Microsoft, the move strengthens Azure's enterprise ecosystem, supporting Azure's 43% revenue growth in Q4 FY26 and expanding Microsoft Cloud revenue beyond its $59.3 billion quarterly base. Nokia's reported operating margin fell to (1.0)% in Q2 2026 on accelerated restructuring expenses, while Microsoft's FY26 total revenue reached $331.8 billion amid heavy AI infrastructure spending.
Artificial Intelligence › Agentic AI & Autonomous Workflows Technology
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Competition
NOK · Demand · Positive Nokia extends Microsoft partnership to build AI-driven network data foundation, accelerating monetization in its AI & Cloud segment.
MSFT · Demand · Positive Microsoft Fabric/Azure integration with Nokia Data Suite expands Azure's enterprise ecosystem and cloud AI adoption.
Meta Unveils Enterprise Platform, Taps MongoDB CEO Desai to Lead AI Push
Meta Platforms unveiled the Meta Enterprise Platform, a new business pillar bringing its technology stack to enterprises and developers, including the Muse AI agent, Meta Business Agent, Muse API and Muse Code. The company tapped MongoDB CEO Chirantan CJ Desai to run the new platform, and MongoDB shares plunged roughly 25% by Monday's market open on the leadership news. Meta CEO Mark Zuckerberg cited Desai's background in full-stack software, AI, infrastructure, business applications and security as key reasons for the hire. The announcement pressured software stocks, with the iShares Expanded Tech-Software Sector ETF falling about 2% in early trading, ServiceNow dropping 5%, Salesforce declining 4.5%, Microsoft losing 2%, Oracle falling 3%, Figma dropping 6%, Adobe falling 4%, SAP slipping 3%, monday.com sinking 7% and Accenture declining about 1.5%. The market reaction shows investors are treating Meta's move as more than another AI product launch, with the biggest question remaining whether companies will adopt its enterprise tools at scale and turn them into meaningful revenue.
MDB · Capital · Negative MongoDB shares plunged ~25% after CEO Chirantan Desai was tapped by Meta to lead its new enterprise platform, a leadership departure.
META · Technology · Positive Meta unveiled the Meta Enterprise Platform with Muse AI agent, Muse API and Muse Code, a new enterprise product pillar.
Eight Departments Issue Document to Guide Financial Support for AI Plus Software Development
The People's Bank of China and seven other departments jointly issued the Guiding Opinions on Financial Support for Expanding Capacity and Improving Quality in the Service Sector, proposing to empower the innovative development of software and information technology services. The opinions guide financial institutions to comprehensively use diversified tools such as credit, bonds, and equity to support the development of AI plus software, promote innovative breakthroughs in intelligent programming tools and industrial software, the building of basic software ecosystems and open-source communities, and the application of smart audio-visual system ecosystem scenarios, while also developing new business forms such as agent-as-a-service and model-as-a-service. The opinions also propose improving financial safeguards for the digital and intelligent transformation of manufacturing, actively meeting financing needs in areas such as AI technology research and development, the construction of high-quality industry datasets, the expansion of application scenarios, and the cultivation of industrial ecosystems. They also encourage financial institutions to provide medium- and long-term financing for the construction of digital infrastructure such as information transmission, data, and information technology, and to strengthen financial support for the national computing power layout, edge computing construction, and intelligent computing cloud service systems.
SAP Cloud Revenue Jumps 24% as AI Platform Expands
SAP SE reported second-quarter 2026 cloud revenue up 24% to €6.3 billion, with total revenue rising 11% to €9.9 billion and current cloud backlog growing 26% to nearly €23 billion. AI and SAP Business Data Cloud were embedded as key pillars in more than 90% of SAP's 50 largest deals. The company's new Business AI platform is built around three pillars — build, context and reason, and run and govern — spanning Joule Studio, SAP Business Data Cloud, Dremio, Reltio and Prior Labs, and is being extended through Joule Work, a single interface for collaborating with AI agents. Following Sapphire, beta programs for the new platform, Suite and Joule Work were immediately oversubscribed, and SAP plans to release nearly 50 assistants by the end of the third quarter and more than 400 Autonomous Suite agents by year-end. SAP's RISE and GROW with SAP offerings have driven strong uptake of its AI ERP migration toolchain, with customers achieving up to 30% lower ERP migration costs, and management expects outcome-based pricing and value-based monetization of AI agents to accelerate AI cloud revenue over the next 12 months. For 2026, management expects cloud revenue between €25.8 billion and €26.2 billion, cloud and software revenue of €36.3–€36.8 billion and approximately €10 billion in free cash flow.
Cloud & Digital Infrastructure › Horizontal SaaS ▲Demand
Artificial Intelligence › AI Applications & Copilots ▲Demand
Artificial Intelligence › Agentic AI & Autonomous Workflows ▲Demand
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Demand
SAP.XETRA · Capital · Positive SAP guided to 2026 cloud revenue of €25.8–26.2B and ~€10B free cash flow, a financial outlook event.
SAP.XETRA · Demand · Positive SAP's cloud revenue rose 24% with AI embedded in over 90% of its 50 largest deals and oversubscribed beta programs, signaling strong end-customer demand.
VAST Data Launches DataEnclave for Secure AI Integration
VAST Data has announced the launch of VAST DataEnclave, a confidential AI capability that securely integrates leading AI models with sensitive enterprise data. Leveraging NVIDIA Confidential Computing, DataEnclave lets AI models from providers including Cohere, CrowdStrike, and Deepgram operate in secure environments, protecting both customer data and AI model intellectual property. The offering targets highly regulated industries such as financial services and healthcare, where sensitive data must interact with state-of-the-art AI models while remaining within trusted infrastructure. The initiative marks a significant step toward a more encrypted and secure AI ecosystem, with AI models managed alongside data to safeguard enterprise intellectual property.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
Artificial Intelligence › AI Tooling, Data & MLOps ▲Technology
Cybersecurity & Digital Trust › AI Security & Agent Guardrails ▲Technology
Cybersecurity & Digital Trust › Data Security & Cyber Resilience ▲Technology
VAST Data · Technology · Positive VAST Data is the subject, launching DataEnclave, a new confidential AI capability for regulated industries.
NVDA · Technology · Positive DataEnclave leverages NVIDIA Confidential Computing, tying NVIDIA's secure-computing technology to a new confidential AI offering.
CRWD · Demand · Positive CrowdStrike's AI model is included as a provider that can operate in VAST DataEnclave's secure environment, expanding its enterprise AI deployment reach.
Deepgram, Inc. · Demand · Positive Deepgram's AI model is named as a provider usable within DataEnclave's secure environment, broadening its enterprise access.
Palantir and Nebius Announce Strategic AI Infrastructure Partnership
Palantir Technologies and Nebius Group announced a strategic partnership on September 8 to bring Nebius's AI-native compute infrastructure into Palantir's commercial platform. Palantir designated Nebius as its preferred sovereign AI infrastructure partner, integrating Nebius compute and inference endpoints directly inside the Palantir enterprise perimeter. The alliance allows commercial clients to deploy open AI models and run compute-heavy workloads while maintaining strict control over proprietary data, and the companies will also collaborate on modular data center deployments to rapidly scale compute capacity where power is available. For Palantir, the deal provides dedicated high-performance compute capacity supporting its rapid U.S. commercial expansion and 157% net dollar retention rate, while for Nebius it validates its full-stack AI cloud infrastructure and unlocks direct access to Palantir's enterprise customer base. The partnership carries execution and capital risks for both sides, with Palantir facing higher hosting and delivery expenses and Nebius remaining subject to persistent EBIT losses and negative free cash flow as it aggressively builds out data centers and acquires GPUs.
Cloud & Digital Infrastructure › Data Platforms & Analytics Technology
NBIS · Demand · Positive Palantir designates Nebius as preferred sovereign AI infrastructure partner, unlocking direct access to Palantir's enterprise customer base.
PLTR · Supply · Positive Partnership provides Palantir dedicated high-performance compute capacity to support its rapid U.S. commercial expansion.
Dun & Bradstreet Launches AI Credit Tools, Cuts Analysis Time Up to 40%
Dun & Bradstreet announced new AI-powered capabilities that accelerate credit analysis by up to 30-40%, now available within the D&B Finance Analytics platform and through its Model Context Protocol server. The D&B.AI capabilities let organizations embed verified business context and credit intelligence into AI assistants and custom agents, anchored by the D-U-N-S Number identifier and the D&B Commercial Graph. Measured against industry benchmarks, organizations applying the capabilities have also reduced credit losses by up to 20-25% through earlier visibility into emerging risk signals and increased growth opportunities by up to 10-15% through improved portfolio insights and prioritization. Scott Spencer, General Manager of Finance & Credit at Dun & Bradstreet, said the tools help teams get answers they trust in seconds instead of hours and identify emerging risks sooner. The capabilities are available today in-platform and in Claude, Codex, ChatGPT, Microsoft Copilot, and Databricks via MCP server, with MCP integration also planned for Gemini Enterprise.
Artificial Intelligence › AI Applications & Copilots Competition
Cloud & Digital Infrastructure › Data Platforms & Analytics Technology
Dun & Bradstreet Holdings, Inc. · Technology · Positive Dun & Bradstreet launched AI-powered credit analysis tools that cut analysis time up to 40% and reduce credit losses.
BDC Credit Stress Rises 25% as Software Drives 36% of Pressured Debt
Credit pressure on business development company debt investments is climbing, with software accounting for 36% of debt under pressure, the largest share by sector, according to LCD's analysis of more than 180 BDCs. The number of BDC-held companies showing some degree of credit pressure rose to 583 as of June 30, up 8% from March and 25% from year-end 2025, out of roughly 5,000 companies held by BDCs a year ago. Dollar exposure is growing faster than borrower count as larger, more consequential names show signs of stress, with the volume of first-lien term loan and unitranche investments under pressure rising 92% since the end of 2025 to $47 billion. Software's 36% share of investments at fair value as of Q2 is outsized relative to its 22% weight of the BDC universe overall. Most stressed borrowers are still paying cash, as roughly half of the 583 companies on the watchlist at the end of June did not use payment-in-kind interest in the last 12 months.
MindWalk Posts 21.3% Revenue Growth as ReefIQ Platform Launches
MindWalk Holdings Corp. reported C$3.8 million in revenue for its first quarter FY27, up 21.3% year over year, alongside the commercial launch of its ReefIQ data platform. Gross profit reached C$2.2 million, a 47.1% year-over-year increase that lifted gross margins from 48.3% in Q1 FY26 to 58.6%. The company said the ReefIQ rollout involved a production deployment with AMD Instinct GPUs in collaboration with AMD and Vultr, and that roughly 80% of its commercial pipeline by value now consists of partnership-structured engagements rather than discrete projects. MindWalk also secured a binding commitment for a US$30 million senior unsecured revolving credit facility at a fixed 7.00% rate, though a definitive credit agreement still needs to be negotiated and closed. Despite the topline growth, operating losses rose 47% year over year to C$6.13 million from C$4.16 million, and net loss from continuing operations widened to $6.1 million, or $0.13 per share, from $4.1 million, or $0.09 per share.
Oracle Launches Life Sciences Data Intelligence Platform With 122 Million Patient Records
Oracle has launched Oracle Life Sciences Data Intelligence, a cloud native platform that combines real-world data, domain-trained AI capabilities, and advanced analytics in a single connected environment for pharmaceutical research teams. The platform's data foundation includes Oracle Health Real-World Data, comprising more than 122 million de-identified patient records, and lets researchers use natural language to explore and refine patient cohorts, perform outcome analyses, and automate multistep research workflows. Seema Verma, executive vice president and general manager of Oracle Health and Life Sciences, said fragmented data and disconnected workflows continue to slow the path to discovery, and that Oracle's combination of real-world data and domain-specific AI tools helps researchers conduct studies and explore data in natural language. The solution, formerly known as Oracle Life Sciences AI Data Platform, unifies customer, third-party, and Oracle Health data in a secure environment with enhanced data governance, and is designed to work across Oracle's broader ecosystem including OCI, Oracle Life Sciences, Oracle Fusion Cloud applications, and Oracle Health solutions. Dr. Nimita Limaye, Research Vice President for Life Sciences R&D Strategy and Technology at IDC, said AI is an operational imperative for the industry that creates value only when researchers can trust it, and that Oracle is bridging that gap by turning complex research questions into credible evidence faster.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
Biotech & Genomic Medicine › AI Drug Discovery Technology
Artificial Intelligence › AI Applications & Copilots Technology
ORCL · Technology · Positive Oracle launched its Life Sciences Data Intelligence platform combining 122M patient records with domain-trained AI for pharma research.
Benioff Unveils AIforce at Dreamforce, Revives "New Clippy" Jab at Microsoft
Salesforce CEO Marc Benioff used Dreamforce 2026 in San Francisco to launch AIforce, the company's biggest product launch in years, and again branded Microsoft's Copilot "the new Clippy." Salesforce is positioning AIforce as an open, provider-agnostic layer that works across multiple AI systems, including Anthropic's Claude through an integration called Claudeforce that the company says guarantees zero data retention by the model provider, as well as ChatGPT and Slack. The announcement came alongside a reiterated fiscal 2030 revenue target of $63 billion. Benioff framed AIforce as the answer to what he calls the "Fantasyland" problem, arguing rivals such as Copilot lack the dependable, controlled business-data layer needed to run enterprise operations, extending a public feud that dates to Dreamforce 2024. Stifel raised its price target on Salesforce to $300 from $275 while reaffirming a Buy rating, citing six revenue channels for monetizing the new AI stack, including additional core licenses, premium SKU upgrades, Agentforce spending, Data 360, Agent Fabric and Guardian, and APIs, MCPs and related infrastructure. Salesforce shares closed at $255.65 on September 15 after a nearly 34% rally over the previous month, following a rough start to 2026 in which the stock fell as much as 37%, and the most recent quarterly results showed $11.35 billion in revenue, beating Wall Street projections on both the top and bottom lines.
Artificial Intelligence › AI Applications & Copilots ▲Competition
Artificial Intelligence › Agentic AI & Autonomous Workflows ▲Competition
Cloud & Digital Infrastructure › Horizontal SaaS ▲Competition
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Demand
CRM · Technology · Positive Salesforce launched AIforce, its biggest product launch in years, an open provider-agnostic enterprise AI layer.
CRM · Capital · Positive Stifel raised its Salesforce price target to $300 from $275 and reaffirmed Buy, citing six monetization channels for the new AI stack.
MSFT · Competition · Negative Benioff branded Microsoft's Copilot 'the new Clippy' and argued it lacks the dependable controlled business-data layer for enterprise operations.
SF · Capital · Positive Stifel raised its price target on Salesforce to $300 from $275 while reaffirming a Buy rating.
Anthropic · Technology · Neutral Anthropic's Claude is integrated via Claudeforce with claimed zero data retention, but the article gives no independent Anthropic development.
Tencent Cloud Launches DataBuddy Agent-Native Data and AI Workbench
Tencent Cloud has announced the official launch of Tencent Cloud DataBuddy, a fully managed, agent-native Data plus AI workbench that joins Tencent CodeBuddy and WorkBuddy as the company's third assistant-class product. The platform embeds intelligent agents as core components that understand business logic, execute operational tasks, and operate within a governed framework, and it currently supports four primary agent scenarios: Data Engineering, Data Governance, Data Analytics, and Data Science. Tencent Cloud said the Data Science scenario reduces model deployment from 30 days to 7. The platform rests on three foundations: Unity Semantics, a business semantic layer delivering 95.9% analysis accuracy versus 83.5% for plain Natural Language to SQL; an Agent Runtime layer built for governance, auditability and data controls; and OneOps, which unifies DataOps, MLOps and AIOps in one platform, together delivering 5x to 10x efficiency gains across data teams. Tencent Cloud DataBuddy is currently available in markets including China, Thailand, South Korea and Indonesia, with rollouts under way across Europe, North America and South America, and enterprises can connect existing OLAP engines with zero data movement or adopt the unified storage and compute platform while retaining full control over data sovereignty.
Alibaba Cloud AI Revenue Hits Multi-Year High as Qwen 4 Enters Training
Alibaba Group's external cloud revenue growth reached a multi-year high in the June quarter, with AI-related product revenues sustaining triple-digit year-over-year growth for 12 consecutive quarters and now representing more than a third of external cloud revenues. At its September 2026 Apsara Conference, Alibaba outlined its next-generation Qwen roadmap, confirming that its upcoming Qwen 4 model is already in training, with future Qwen 4.5 and Qwen 5 versions projected to scale toward 5-10 trillion parameters, and introduced a new proprietary AI chip alongside an agentic cloud architecture and a mobile AI agent platform. For its first-quarter fiscal 2027, Alibaba reported sharply higher capital expenditure year over year as it continues drawing down a previously announced three-year AI infrastructure investment plan, with a meaningful portion of that multi-year budget already deployed. Management guided that cloud revenue growth is expected to keep accelerating in coming quarters, with EBITDA margins expanding sequentially, and reiterated a longer-term ambition of a much larger external cloud revenue base with materially higher margins by decade's end, while its Model-as-a-Service annualized revenue run rate is targeted to roughly double by fiscal year-end. The Zacks Consensus Estimate for fiscal 2027 earnings is pegged at $6.87 per share, implying 76.61% year-over-year growth, even as BABA shares have plunged 18.6% year to date, underperforming the Zacks Internet – Commerce industry's 3.4% growth and the Retail-Wholesale sector's 1.4% decline.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
9988.HK · Capital · Positive Sharply higher year-over-year capex on the three-year AI infrastructure plan, guided EBITDA margin expansion, and a Model-as-a-Service run-rate targeted to roughly double by fiscal year-end.
9988.HK · Demand · Positive AI-related cloud product revenues sustained triple-digit growth for 12 straight quarters and now exceed a third of external cloud revenue, with management guiding accelerating cloud growth.
9988.HK · Technology · Positive Qwen 4 confirmed in training with Qwen 4.5/5 scaling toward 5-10 trillion parameters, plus a new proprietary AI chip and agentic cloud architecture.
WisdomAI Agentic Analytics Embedded in Teradata's Tera for Fall 2026 Launch
WisdomAI announced that its Agentic Analytics platform is now embedded natively in Teradata's new agentic coworker for enterprise data work, Tera, available within Teradata's Autonomous Knowledge Platform in the fall of 2026. The integration brings WisdomAI's deterministic agentic analytics platform to Teradata's enterprise customers, letting business users talk to their data in natural language, build live apps from a single prompt, and deploy proactive AI agents that monitor KPIs, surface root causes, and drive the next action across structured, semi-structured, and unstructured data alike. Inside Tera, WisdomAI executes every query directly on Teradata's governed data foundation, with security, lineage, and access controls fully intact, making over 95% accurate agentic BI viable on the regulated, high-performance workloads that have historically been off-limits to AI-driven analytics. The integration also brings WisdomAI together with Tera Context Engine, which gives agents governed business context including industry data models, canonical metrics, business logic, lineage, and policies. The integration will be generally available with the Teradata Autonomous Knowledge Platform on Teradata Cloud in the fourth quarter of 2026, with availability on Teradata Factory to follow.
Artificial Intelligence › Agentic AI & Autonomous Workflows ▲Technology
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
Artificial Intelligence › AI Applications & Copilots ▲Technology
TDC · Technology · Positive WisdomAI's Agentic Analytics is embedded natively in Teradata's new Tera agentic coworker, enhancing Teradata's Autonomous Knowledge Platform.
WisdomAI · Technology · Positive WisdomAI's Agentic Analytics platform is integrated into Teradata's Tera, expanding its enterprise reach and capabilities.
ClickHouse Appoints Former Snowflake CFO Mike Scarpelli to Board
ClickHouse, Inc. announced the appointment of Michael Scarpelli, most recently Chief Financial Officer of Snowflake, to its Board of Directors as an independent director and chair of the board's Audit Committee. Scarpelli previously held the CFO role at ServiceNow and Data Domain, leading each company through its initial public offering. He joins ClickHouse as the company surpasses $350 million in run-rate revenue, up from roughly $200 million at the end of 2025, and after a Series D funding round earlier this year valued it at $15 billion, extended to include J.P. Morgan Private Capital, BDT & MSD Partners, Craft Ventures, and 20VC. ClickHouse now employs nearly 800 people across 27 countries, with plans to reach 1,000 by year-end, and derives more than half of its revenue from outside the United States, serving more than 4,000 customers including DoorDash, Ramp, Meta, Tesla, Cisco and Visa. The appointment is part of a build-out of ClickHouse's finance and governance capabilities that included the 2025 hire of Chief Financial Officer Jimmy Sexton, who previously spent six years in finance leadership at Snowflake.
Nokia Expands Microsoft Partnership to Link Data Suite With Fabric
Nokia Oyj expanded its partnership with Microsoft to transform telecom automation using unified, AI-driven data operations. The collaboration connects Nokia Data Suite directly with Microsoft Fabric to streamline network data access for global telecom operators. The combined platform is designed to shorten network data retrieval times and support multi-vendor AI use cases such as autonomous assurance and predictive maintenance. The €52.4 billion communications group runs mobile, fixed, and cloud network infrastructure across regions where operators are pushing into AI-driven automation. The clearest proof point to watch is how management attributes AI-driven software and automation bookings in upcoming quarterly updates through 2027, especially any quantified contribution from Microsoft Fabric-based deployments versus traditional network contracts.
Jim Cramer Backs Nokia as AI Infrastructure Bet After 62% Rally
Jim Cramer recommended buying Nokia during the Lightning Round of CNBC's "Mad Money" on Sept. 16, calling it "a terrific situation" and saying "I would be a buyer right here." Nokia shares closed at $10.60 on Sept. 17, up about 62% year to date and more than 130% over the past 12 months, though the stock still trades far below its peak of around $29. Cramer's call rested on valuation: Nokia trades at approximately 22 times forward earnings, unusual in a market where AI-linked stocks usually see more than 30 times, and he contrasted it with BWX Technologies, which he passed on because its "price-to-earnings multiple at 30 times is too high." The endorsement came a day before Nokia disclosed on Sept. 17 an expanded partnership with Microsoft that integrates its Nokia Data Suite with Microsoft Fabric, a joint solution the companies say cuts the weeks telecom operators normally need to prepare network data for AI applications down to minutes; shares rose around 3.8% on the news. In the second quarter, Nokia's revenue from artificial intelligence and cloud customers more than doubled year over year to approximately $509 million, order intake in that category reached 2.8 billion euros, roughly $3.2 billion at current exchange rates, and comparable operating profit rose 18% to 434 million euros, though reported net income fell to just 5 million euros and free cash flow dropped into a deficit of 732 million euros, or approximately $835 million, largely on 445 million euros of restructuring costs. Under CEO Justin Hotard, who took over in April 2025 after running Intel's data center division, Nokia has repositioned itself as one of the few Western vendors selling core equipment for AI data centers, supplying optical networking gear, IP routers, and fiber infrastructure to hyperscalers such as Microsoft and Google.
Cloud & Digital Infrastructure › Data Platforms & Analytics ▲Technology
Artificial Intelligence › AI Tooling, Data & MLOps ▲Demand
NOK · Capital · Positive Cramer recommended buying Nokia, calling it a terrific situation and citing its ~22x forward earnings as attractive versus AI peers.
NOK · Demand · Positive Nokia disclosed an expanded Microsoft partnership and Q2 AI/cloud revenue more than doubled to ~$509M with 2.8B euros order intake.
MSFT · Demand · Positive Nokia's expanded partnership integrates Nokia Data Suite with Microsoft Fabric, a joint solution for telecom operators' AI network data.
Morningstar's PitchBook Launches Lumonic 12.0 AI Portfolio Platform
Morningstar unit PitchBook launched Lumonic 12.0, an AI-powered, self-monitoring portfolio platform, in September 2026. The platform uses natural-language workflows to track portfolio governance, data lineage and AI-driven decision trails for institutional investors, putting PitchBook data directly into the workflow of private market teams. Morningstar's latest Asset Owner Perspectives Survey reports higher exposure to U.S. and private markets as investors respond to AI-related opportunities and risks. Lumonic 12.0 and the new asset owner survey only capture one slice of Morningstar's wider AI and data strategy, which also includes feeding PitchBook data into ChatGPT for Financial Services. Investors will watch for disclosed growth in PitchBook and Lumonic client counts, expanded contracts with large asset owners, and commentary on AI workflow uptake in upcoming Morningstar updates.