How large companies actually adopt AI: deployments, ROI debates, vendor battles and the gap between pilots and production.
624 articles
Major companies including Tesla, Citi, and Adobe are implementing strict usage limits on AI tools, such as a $200 cap. This reflects a growing trend of enterprise-level cost control for AI subscriptions.
钛媒体 · 75d ago
Prudential is partnering with Alibaba Cloud to launch an AI underwriter for preliminary insurance assessments. The tool is intended to help financial consultants evaluate clients using financial, medical, occupational and other personal information amid tighter cross-border tax rules.
SCMP Technology · 10d ago
Paytm is expanding beyond digital payments into workplace AI agents as it seeks to accelerate revenue growth. The move reflects the company’s broader pivot toward agentic AI and new business opportunities.
Bloomberg Technology · 10d ago
Google Cloud is expanding its enterprise AI strategy through a deal with Accenture. The partnership will use forward-deployed engineers to help customers adopt AI and overcome implementation bottlenecks.
TechCrunch AI · 11d ago
Google and Accenture are reportedly placing 1,000 engineers inside client offices to help organizations turn AI commitments into working implementations. Accenture CEO Julie Sweet said clients increasingly need hands-on assistance rather than another AI sales pitch.
The Next Web (TNW) · 11d ago
Hitachi announced new HMAX services for data-center operations and cyber defense on September 3. The company positions 2026 as the first year of physical AI and aims to grow its overall AI services business to ¥500 billion, including offerings informed by experience with Mythos.
ITmedia AI+ (日本) · 11d ago
OpenAI is reportedly preparing managed agents for businesses ahead of DevDay 2026. The plans may include dedicated agent environments, skills, plugins, and potentially agent-led advertising.
TestingCatalog · 12d ago
Microsoft is shifting AI governance from policy-level guidance toward enforcement during runtime execution. The move suggests that governance controls will increasingly operate directly within deployed AI systems rather than remain solely as organizational rules.
InfoQ中国 · 12d ago
The paper introduces Corporate Language Model (CLM), a foundation for converting fragmented and tacit enterprise knowledge into ontology-grounded, auditable, and executable intelligence. Its architecture combines a Neurosymbolic Mesh, Skill Graph, Living Digital Twins, deep security controls, and Spec-as-Code, with a hospital case study demonstrating three maturity stages under Brazil’s LGPD.
ArXiv AI · 12d ago
Hitachi has announced four new services focused on implementing Physical AI. Rather than treating FDE as a single all-purpose expert, Hitachi proposes a team-based approach to address the complexity of real-world AI deployment.
ITmedia AI+ (日本) · 12d ago
SenseTime is pursuing profitability by focusing on generative AI that helps enterprises complete specific business tasks rather than competing solely on model size. The strategy contributed to a net profit of 617.3 million yuan in the first half of 2026.
SCMP Technology · 12d ago
Companies including AT&T are increasingly adopting inexpensive, freely available AI models instead of relying solely on costly offerings from Anthropic and OpenAI. The shift highlights growing corporate interest in reducing AI deployment costs through open-source alternatives.
New York Times Technology · 15d ago
This article reviews Tencent’s year-long AI practice through the development and growth of WorkBuddy. It presents 25 practical judgments about how Tencent approached AI without simply chasing market trends.
钛媒体 · 15d ago
Snowflake raised its annual sales outlook, citing rapid adoption of its AI-assisted coding tool. The update boosted investor confidence and sent Snowflake shares sharply higher.
Bloomberg Technology · 16d ago
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 · 16d 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