How large companies actually adopt AI: deployments, ROI debates, vendor battles and the gap between pilots and production.
624 articles
Zapier’s enterprise marketing team uses ChatGPT Work to reduce lead-funnel drop-offs, create campaign assets, and automate reporting. The case highlights how AI can support multiple connected marketing workflows.
OpenAI News · 42d ago
The article argues that a working AI demo does not guarantee successful enterprise deployment. It highlights Forward Deployed Engineering (FDE) capability as the missing link between prototype validation and production adoption.
InfoQ中国 · 44d ago
Forward Deployed Engineers are becoming highly sought after as companies seek professionals who can combine AI engineering, consulting, and enterprise delivery. However, FDE projects remain labor-intensive and highly customized, with delayed acceptance, unrecovered travel costs, weak sales pipelines, and unpaid final balances eroding profitability.
虎嗅 · 45d ago
Alibaba will hold the 2026 Yunqi Conference in Hangzhou from September 22 to 24 under the theme “Intelligence Goes Beyond.” The event will focus on Agentic AI across chips, cloud infrastructure, models, model services, and agentic applications.
IT之家 · 46d ago
HanZhi has officially launched its GEO product, marking its entry into the competitive AI solution market. The move highlights the growing trend of enterprise software brands pivoting toward AI-native answers.
量子位 · 49d ago
This article provides a hands-on review of Lingxi Professional, exploring how it integrates AI into daily office workflows. It emphasizes the importance of practical, deliverable AI features in professional environments.
Ifanr (爱范儿) · 66d ago
A survey of 238 companies highlights the current landscape of AI adoption, focusing on tools like Claude, NotebookLM, and Genspark. The report analyzes selection criteria and common challenges faced by enterprises during implementation.
ITmedia AI+ (日本) · 67d ago
美國勞工統計局預測，2025至2035年總就業將增加約590萬個職位，許多高AI暴露職業仍會成長。AI更可能先拆解傳統崗位中的任務，重新分配人類與機器的工作邊界。
虎嗅 · 12d ago
Hitachi argues that while AI is automating legacy system modernization, the human role is becoming more critical rather than obsolete. The company emphasizes that human expertise is essential for navigating complex system transformations.
ITmedia AI+ (日本) · 70d ago
This article analyzes how emerging technologies like AI and blockchain interact with traditional businesses through substitution, complementarity, and parallel coexistence. It provides a strategic framework for managers to decide whether to divest, embrace, or assimilate new digital tools.
虎嗅 · 75d ago
AWS Finance teams have successfully reclaimed hundreds of hours by implementing chat agents and Flows within Amazon Quick. This transformation highlights the efficiency gains of applying agentic workflows to complex financial operations.
AWS Machine Learning Blog · 75d ago
This article explores the critical necessity of trust, testing, and governance in scaling AI systems. It argues that organizations cannot achieve sustainable AI growth without robust quality management frameworks.
TechRadar AI · 75d ago
Australian Payments Plus (AP+) has integrated ChatGPT Enterprise and Codex to streamline complex payment processes. The implementation focuses on reducing development time while maintaining high quality and human oversight.
OpenAI News · 76d ago
Atled conducted a survey on the feasibility of AI in enterprise workflows. The results show that over 70% of respondents believe AI should not be entrusted with final approval or decision-making tasks.
ITmedia AI+ (日本) · 76d ago
The article explores why simply deploying large language models does not guarantee a competitive advantage for enterprises. It questions the disconnect between increasing model capabilities and actual business performance.
量子位 · 77d ago
Digitas North America CEO Amy Lanzi argues that AI is being overhyped in the advertising sector, cautioning against the industry's tendency to prioritize AI-generated 'slop' over actual business results. She emphasizes that true value lies in operational excellence and data-driven strategies rather than automated content generation.
The Verge · 80d ago
German businesses are increasingly adopting AI to mitigate severe labor shortages. A homebuilder successfully halved the time required for invoice processing by integrating AI tools.
Bloomberg Technology · 84d ago
Ajinomoto is focusing on training 'full-stack' AI talent to drive digital transformation within the company. The initiative, born from past project challenges, has already achieved significant efficiency gains.
ITmedia AI+ (日本) · 88d ago
B Capital co-CEO Raj Ganguly discusses the future of AI, emphasizing that enterprise services represent the next major growth phase. He argues that the practical use cases for software in business remain a primary driver for investment.
Bloomberg Technology · 88d ago
Despite high interest, AI Agent adoption in enterprises remains low at 17% due to governance gaps and workflow integration issues. The industry is shifting from raw compute power to effective workflow delivery.
钛媒体 · 91d ago
Palantir faces a critical assessment of its market valuation despite recent rating upgrades. While the company's big data business is highly regarded, investors remain cautious about its high price point.
钛媒体 · 93d ago
AI-ready NAS systems are transforming traditional passive storage into active, high-performance data processing hubs. These systems are specifically designed to meet the high-throughput demands of modern AI workloads.
TechRadar AI · 97d ago
KPMG has officially pulled a recent report on AI usage. The decision follows reports that the AI-generated content contained significant hallucinations.
TechCrunch AI · 99d ago
Dicker Data is focusing on strategic initiatives to scale artificial intelligence capabilities within the Microsoft Azure ecosystem. The company aims to drive sustainable business growth by integrating AI solutions across its operations.
iTNews Australia · 108d ago
Fujifilm emphasizes that scaling AI requires clear objectives and integration into daily workflows. The focus is on identifying high-value use cases while managing risks from the project's inception.
iTNews Australia · 109d ago
This article explores the strategic transition from isolated AI pilot projects to secure, scalable enterprise-grade solutions. It emphasizes the necessity of robust infrastructure to deliver tangible business value.
iTNews Australia · 113d ago
Eurostat reports that 20% of EU enterprises with at least ten employees now utilize AI, marking a significant increase from 13.5% the previous year. Despite this growth, the report suggests that European businesses are still struggling to keep pace with global AI adoption trends.
The Next Web (TNW) · 118d ago
Employers Mutual Limited is shifting to an Extended Detection and Response (XDR) strategy. The implementation focuses on leveraging AI to enhance client data protection.
iTNews Australia · 119d ago
IBM and Scuderia Ferrari HP are collaborating to integrate AI technologies into the Formula 1 fan experience. The partnership focuses on leveraging data and AI to deepen fan connection and engagement with the racing team.
TechCrunch AI · 120d ago
The article explores the engineering challenges of enabling multiple AI agents to collaborate effectively within an enterprise environment. It focuses on the orchestration and coordination required to ensure diverse agents work together toward a unified business goal.
钛媒体 · 122d ago