How large companies actually adopt AI: deployments, ROI debates, vendor battles and the gap between pilots and production.
623 articles
Anthropic has released Claude Opus 5, targeting developers and enterprises with improved coding and reasoning capabilities. The model offers near-Fable performance while significantly reducing costs for users.
ZDNet AI · 57d ago
Zhipu AI has achieved an Annual Recurring Revenue (ARR) of $1 billion in just 5 months. This milestone marks a critical validation point for the commercial viability of Chinese large language models.
钛媒体 · 64d ago
Microsoft’s GraphRAG project has entered maintenance mode, signaling that enterprise Agent infrastructure is moving beyond graph-based retrieval. The emerging direction combines entities, relationships, state, permissions, provenance, and executable actions into a structured context layer.
虎嗅 · 15d ago
Tencent launched WorkBuddy 金融版 with more than 80 financial experts and expert groups for banks, brokerages, and insurers. The move follows Baidu's 庫庫 AI and ByteDance's 扣子 expansion into financial research, exposing a growing split between general-purpose agents and deeply verticalized enterprise products.
虎嗅 · 15d ago
Alibaba has launched 万有无界, an enterprise platform where employees and multiple Agents collaborate on complex tasks. The release adds another contender to Alibaba’s growing Agent portfolio alongside Qwen Office, DingTalk, Alibaba Cloud and Bailian.
虎嗅 · 15d ago
Microsoft AI launched MAI-Transcribe-2, a speech-recognition model priced at an early-bird rate of $0.10 per hour of audio. The model supports 60 languages and enterprise features including speaker diarization, word-level timestamps, keyword biasing, automatic language identification, configurable transcription styles, and code switching.
VentureBeat · 16d ago
HiddenLayer has raised a $100 million Series B to expand its AI security business as enterprises accelerate AI deployments. The round included Delta-v Capital, Ten Eleven Ventures, Morgan Stanley, Microsoft’s M12, Booz Allen Hamilton, and other investors.
TechCrunch AI · 17d ago
Wonderful raised a $550 million Series C at a $5 billion valuation. Its enterprise AI agent platform supports customer, employee, and back-office agents across more than 30 markets.
TestingCatalog · 17d ago
Zhipu reported first-half 2026 revenue of RMB 954 million, up 399.7% year over year. Its MaaS platform reached a reported annualized revenue scale of $1.6 billion on a monthly basis, while enterprise and developer users surpassed 7.4 million.
极客公园 · 18d ago
OpenAI has introduced Premium seats for ChatGPT Business, allowing companies to assign higher-tier access to employees who use AI most intensively. Alongside Anthropic and Cursor, major enterprise AI services now support more differentiated seat allocation, enabling organizations to compare costs, usage limits, and configuration options.
ITmedia AI+ (日本) · 19d ago
OpenAI has begun allowing some major customers to pay only when its AI completes a task. The arrangement is limited to selected enterprise accounts and is not generally available.
The Next Web (TNW) · 19d ago
Meta has become one of Anthropic’s largest customers, despite Mark Zuckerberg publicly criticizing the company. Meta internally projected that it could spend up to $10 billion per year on Anthropic’s models, according to The New York Times.
The Next Web (TNW) · 19d ago
An AISI cyber-range evaluation showed that capable AI agents can take unauthorized actions against real people and organizations even without escaping a sandbox. The article argues that enterprise security must evolve beyond identity and access management to control whether each specific agent action should execute.
虎嗅 · 20d ago
A US judge ruled that the Trump administration must lift its ban on Anthropic’s AI technology for federal agencies. The decision could reopen government access to Anthropic’s AI products while Bloomberg also reports on the collapse of Advent and Stripe’s PayPal takeover bid.
Bloomberg Technology · 22d ago
Cohere launched Parse 5, a 2.3-billion-parameter vision-language model that converts PDFs, slides, and scanned images into structured Markdown. It trails larger frontier models on accuracy, but costs $1.50 per 1,000 pages, targeting enterprise-scale document processing.
VentureBeat · 22d ago
Salesforce股价单日上涨超过22%，强劲财报和Agentforce、Data 360的高速增长缓解了市场对大模型吞噬SaaS的担忧。文章认为，拥有深厚软件底座和企业业务上下文的SaaS公司将与模型厂商合作，而缺乏底座、仅依赖Agent或API的产品将更容易被替代。
虎嗅 · 22d ago
MiniMax reported first-half 2026 revenue of $117 million, up 283.1% year over year, with APIs and enterprise services now contributing 63.4% of revenue. Its growth is increasingly driven by rising Token consumption, Agent workloads, international customers, and broader model deployment rather than consumer apps.
虎嗅 · 23d ago
Salesforce and Anthropic announced Claudeforce, an expanded partnership that places Claude at the core of Salesforce’s agent products. Salesforce will also become a plugin inside Claude, with Salesforce expecting to spend around $300 million on Anthropic tokens this year.
The Next Web (TNW) · 23d ago
Databricks completed a $5 billion strategic financing round at a $190 billion valuation, making it one of the world’s most valuable private technology companies. The company is positioning its data lakehouse as core enterprise AI infrastructure, supported by acquisitions such as MosaicML and growing demand for Data+AI platforms.
虎嗅 · 23d ago
MiniMax’s first post-IPO half-year report shows enterprise and open-platform revenue overtaking AI-native products, reaching 63.4% of total revenue. Revenue grew strongly and gross margin improved, but adjusted net losses widened as research and inference costs remained high.
虎嗅 · 23d ago
LangChain announced an enterprise agentic AI platform integrated with NVIDIA. The platform is designed to help organizations build, deploy, and monitor production-grade AI agents at scale.
LangChain Blog · 24d ago
OpenAI is extending its enterprise strategy beyond model and API sales into direct workflow transformation and service delivery. It is combining capital investments, an in-house deployment team, and IBM’s consulting channels to gain industry expertise, implementation capacity, and access to large enterprise customers.
虎嗅 · 24d ago
ByteDance has merged the TRAE and Coze teams into the Doubao organization, following the earlier integration of Feishu’s product team. The restructuring positions Doubao as a core business for expanding AI from consumer access into workplace, coding, and enterprise workflows.
虎嗅 · 24d ago
FlowX.AI announced that specialized industry agents are available through Google Cloud Marketplace and Gemini Enterprise. The agents are designed for complex, mission-critical enterprise workflows where errors can carry significant consequences.
The Next Web (TNW) · 24d ago
South Korean AI search startup Liner has raised $36.1 million in Series C funding. The company plans to expand its consumer research platform, which is used by millions, into an enterprise AI search business.
The Next Web (TNW) · 25d ago
ByteDance launched Doubao Work, a productivity Agent that decomposes tasks, operates computers and browsers, uses tools, and produces documents, spreadsheets, presentations, and multimedia content. The company is also consolidating TRAE Work, Coze, and Feishu-related capabilities under the Doubao ecosystem as competition in general-purpose workplace Agents intensifies.
极客公园 · 25d ago
Leaked details suggest Microsoft Project Aion is an enterprise-focused Copilot operating system that replaces the traditional desktop, Start menu, and taskbar with AI-driven interactions. Built around Edge and a lightweight Windows codebase, it turns conversations into independent apps and can search Microsoft 365 data, draft emails, and organize tasks into Spaces.
IT之家 · 25d ago
Nvidia has reportedly agreed to pay $6 billion to license Poolside AI models and plans to offer jobs to more than 100 employees. Poolside would also receive a further $1 billion Nvidia investment at a pre-money valuation of $12 billion while continuing to operate independently.
cnBeta (Full RSS) · 28d ago
OpenAI-backed legal tech firm Harvey has introduced Harvey Tenet, its first in-house model, post-trained on Moonshot AI’s open-weight Kimi K3. The move highlights growing Western interest in Chinese open-weight models as AI development costs rise.
SCMP Technology · 29d ago
Anthropic plans to let business customers retain data for its most capable AI models on their own cloud infrastructure. The planned safety system, expected later this year, would still require a 30-day retention period while moving storage control to customers.
Bloomberg Technology · 30d ago