How large companies actually adopt AI: deployments, ROI debates, vendor battles and the gap between pilots and production.
624 articles
MiniMax reported that first-half 2026 revenue from its open platform and enterprise AI services rose 703.1% year over year to US$73.9 million. The segment now contributes 63.4% of total revenue, while AI-native product revenue grew 100.9% to US$42.6 million.
TechNode · 23d ago
The article examines MiniMax's strategic shift from its founding principles toward selling infrastructure and tools for enterprise AI adoption. It reports that enterprise revenue surged 700%, contributing to approximately $800 million in ARR, while competition intensifies around Agent infrastructure and efficiency.
Ifanr (爱范儿) · 23d ago
MiniMax’s second financial report highlights ARR above $800 million and a sharp increase in the B2B share of revenue to 80%. The report frames growth and commercialization as entering a validation stage.
InfoQ中国 · 23d ago
DeepSeek reportedly generated RMB 475 million in revenue during the first seven months, while MiniMax disclosed that its ARR rose 500%. The companies are pushing B2B API businesses toward healthier gross margins as they prepare for commercial growth.
钛媒体 · 23d ago
NVIDIA CEO Jensen Huang says AI has passed a historic commercial inflection point and is becoming a productive, profitable business tool. Companies are integrating generative AI into core operations, transforming data centers into always-on AI factories.
IT之家 · 24d ago
Arga has raised $10 million in seed funding to develop a better way to train enterprise AI agents. The round was led by General Catalyst, with participation from Box Group, Emergence, Gradient, and SV Angel.
TechCrunch AI · 24d ago
Mengniu has enabled 200 business leaders to build their own AI applications, offering a concrete example of enterprise AI adoption. The initiative shifts AI experimentation from a central technology team to frontline business users.
钛媒体 · 24d ago
This Edge AI roundup covers Deutsche Bank’s core-system migration to Google Cloud, OpenAI’s launch of ChatGPT Work, and Thomson Reuters’ investment in a vertical model. It also highlights rising regulatory and copyright pressure through ARIA’s ban on purely AI-generated songs and WikiHow’s lawsuit against OpenAI.
钛媒体 · 24d ago
AWS is positioning its cloud and AI infrastructure as a way for African organisations to access global capabilities without surrendering control of sensitive data. The strategy reflects how Africa’s data sovereignty priorities are influencing the regional AI market.
TechCabal · 26d ago
Thomson Reuters launched its first proprietary large language model, called Thomson. The company says it invested $40 million in talent and compute, starting from what it described as a strong open-source foundation that has not been publicly identified in the announcement.
The Next Web (TNW) · 26d ago
Anthropic updated Claude Tag to read entire Slack conversations instead of evaluating messages individually. The company says this improves Claude’s ability to decide when—and when not—to join discussions unprompted by roughly 30%.
VentureBeat · 26d ago
ByteDance reportedly split Feishu out as an independent strategic unit and integrated its product team into Doubao, reducing Feishu head Xie Xin’s organizational level. The article argues that the move reflects both Feishu’s limited financial returns and ByteDance’s preference for scalable AI products aimed at China’s small and medium-sized businesses.
虎嗅 · 27d ago
OpenAI says Codex has surpassed 20 million active users, while third-party tracking shows its recent growth outpacing Claude Code. Claude Code remains larger and deeply embedded among developers, but its rapid expansion has slowed as Anthropic reaches early-market saturation.
虎嗅 · 28d ago
Ode, the enterprise AI company created by Anthropic and Blackstone, has acquired AI consultancy Casper Studios. Casper helps businesses integrate Claude into software their employees already use, marking Ode’s second consultancy acquisition in four months.
The Next Web (TNW) · 29d ago
AT&T plans to keep employee spending on Anthropic and OpenAI closed models broadly flat over the next several years. The telecom company will increase its use of open models such as NVIDIA Nemotron to control inference costs.
cnBeta (Full RSS) · 29d ago
Shuto Expressway struggled to expand generative AI adoption because employees were unsure what to use it for and the organization prioritized safety. By using Google Gemini and Gemini Notebook as a practical starting point, the company reportedly increased the number of users tenfold, including among senior employees.
ITmedia AI+ (日本) · 30d ago
The Australian federal government reportedly pays for access to at least six AI suites. Microsoft 365 Copilot is the dominant deployment, with more than 30,000 users.
iTNews Australia · 30d ago
Google AI研究の中心人物が相次いで退社し、「Geminiは終わった」と見る声が出ている。一方でGoogleは、最先端モデル単体ではなく、AIを社会全体に普及させる基盤として勝つ戦略を選んだ可能性がある。
ITmedia AI+ (日本) · 30d ago
中国儒意集中推出三款AI产品，首次尝试打通从内容生成到创作流程的完整链路。继战略投资爱诗科技后，中国儒意正式以“游戏系”玩家身份进入AI内容生成赛道。
钛媒体 · 16d ago
Meta Platforms has reportedly become one of Microsoft’s largest AI customers. The development suggests that demand for emerging AI technology remains heavily concentrated among major technology companies.
Bloomberg Technology · 30d ago
Alibaba Group reported a 9% revenue increase as growing AI development in China boosted demand for computing capacity from its cloud business. The results highlight how AI infrastructure demand is supporting Alibaba’s broader growth.
Bloomberg Technology · 30d ago
Odense-based startup Velatir has raised €5 million in seed funding six months after its pre-seed round. The company provides visibility and control over the AI tools employees are already using, with Spintop Ventures and Ugly Duckling Ventures co-leading the round.
The Next Web (TNW) · 30d ago
OpenAI is seeking to compete more directly with Anthropic by introducing stronger privacy protections for enterprise customers. The two companies are increasingly competing over how securely customer data is handled.
TechCrunch AI · 31d ago
OpenAI is expanding its enterprise partner network in Japan. Three new partners highlighted the untapped potential for AI adoption among Japanese small and midsize businesses that may underestimate their readiness for the technology.
ITmedia AI+ (日本) · 31d ago
Google paid $10 million for Spirit Airlines’ data in a bankruptcy auction, acquiring communications, operational records, code, algorithms, pricing data, and transaction information. Google says a third party will remove personally identifiable information before the data is used to improve its products and AI models.
Computerworld · 32d ago
Anthropic is on track to exceed $65 billion in annualized revenue based on its current performance. That pace is more than seven times higher than its run rate at the end of last year, strengthening the company’s position ahead of a potential Wall Street debut.
Bloomberg Technology · 32d ago
Baidu has recorded AI-related revenue exceeding half of total revenue for two consecutive quarters. The company is demonstrating how capabilities spanning chips, cloud, models, and applications can become multiple AI businesses.
钛媒体 · 32d ago
Alibaba’s Qwen Office has begun integrating with WeCom. The move means all three major Chinese workplace platforms now support the product.
量子位 · 32d ago
InfoQ China reports that Oracle’s enterprise AI strategy centers on embedding AI agents directly into databases, maximizing GPU utilization, and reducing multicloud traffic costs. The headline suggests a push to make AI infrastructure more integrated, efficient, and cost-effective for enterprise workloads.
InfoQ中国 · 33d ago
The article examines OpenAI strategist Dean W. Ball’s claim that open-weight models could reduce the commercial returns from frontier-model investment.
虎嗅 · 33d ago