How large companies actually adopt AI: deployments, ROI debates, vendor battles and the gap between pilots and production.
624 articles
Alibaba is using an 80-billion placement, organizational changes, and legacy businesses to reshape its growth strategy around a broader token economy. Its Qwen Office and Qwen app will need to demonstrate that the strategy extends beyond cloud computing.
钛媒体 · 16d ago
Tencent WorkBuddy is opening its ecosystem to more software and hardware partners, positioning itself as an operating system for AI agents. The platform aims to connect professional applications, devices, memory, task state, permissions, and workflows so agents can complete work across environments.
极客公园 · 16d ago
Frontier Deployment Engineers, or FDEs, are becoming a major enterprise AI delivery model as companies seek to turn customer-specific implementation knowledge into reusable product capabilities. OpenAI's planned deployment company, Palantir's long-running approach, and growing adoption by Chinese technology firms are accelerating the trend, while data access, trust, and vendor lock-in remain key risks.
虎嗅 · 16d ago
Palo Alto Networks reportedly paid $500 million to acquire Console, an AI IT service automation startup backed by Thrive. The deal could position Sequoia-backed Serval as the leading independent startup in AI-powered IT service automation.
TechCrunch AI · 17d ago
Airservices Australia wants to build an AI 'front door' to contain the organization's growing use of AI tools. The initiative suggests a centralized approach for managing access to and adoption of AI across the organization.
iTNews Australia · 17d ago
Snowflake raised its annual sales outlook above analyst expectations. The company also highlighted rapid adoption of its AI-assisted coding tool.
Bloomberg Technology · 17d ago
耐士勞新任總裁李建提出三項戰略：整合戶外庭院品牌、自研激光雷達，以及布局四足機器人。公司希望從產品導向轉型為由技術與場景驅動的機器人生态企業。
钛媒体 · 16d ago
Major internet companies are reassessing how to turn AI capabilities into measurable productivity gains. They are building a broader “productivity market” to accelerate commercialization and compete for enterprise demand.
钛媒体 · 18d ago
Newell Brands says AI reduced digital content production costs by 80%. The Sharpie and Rubbermaid maker is using these savings to support a return to growth without widespread job cuts.
Bloomberg Technology · 19d ago
Google is developing AI Rooms for Gemini Enterprise, described as an all-in-one workspace for focused team collaboration. Rooms will use connected files to help Gemini act as an expert on a team’s specific context.
TestingCatalog · 19d ago
Microsoft is reportedly tightening internal Token monitoring and budgets after one employee incurred about $28,000 in AI usage costs over 28 days. The company is also shifting default workloads toward OpenAI’s GPT-5.6 Sol and discouraging third-party tools such as Anthropic Claude for coding.
IT之家 · 20d ago
REA Group has appointed its first chief AI officer. The company recruited a long-time AI leader from Seek for the newly established role.
iTNews Australia · 20d ago
Sandhya Devanathan is leaving Meta to join OpenAI. She will oversee parts of OpenAI’s operations across Southeast Asia and Australia as Meta faces increasing scrutiny in India.
TechCrunch AI · 22d ago
OpenAI hired a longtime Meta executive to lead its operations in Southeast Asia and Australia. The appointment supports OpenAI’s effort to expand across markets representing more than 600 million people.
Bloomberg Technology · 22d ago
Salesforce says its AI revenue grew 210% year over year, while earnings per share exceeded expectations by 80%. The results indicate that customers are allocating substantial budgets to AI agents embedded in workplace workflows.
钛媒体 · 22d ago
Meta's Project OT aimed to reshape the company around AI agents and leaner teams. Employee backlash and weaker-than-expected AI output have cooled the initiative, leading Meta to abandon plans for broad layoffs.
cnBeta (Full RSS) · 23d ago
AWS is embedding its engineers with customer teams to help turn AI concepts into working products within 45 days. The initiative targets the gap between generating an AI idea and deploying it in production.
TechCabal · 23d ago
Meitu is shifting from photo retouching toward an enterprise AI productivity suite despite seven consecutive years of adjusted net profit growth. Rising computing infrastructure costs, slowing core user growth, and intense competition from technology giants are putting pressure on the strategy and the company’s market value.
钛媒体 · 23d ago
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