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The DFINITE blog, in English
English editions of the posts readers open most on our Korean blog: how companies are adopting AI, practical guides, and plain explanations of ontology and MCP. Every post links to its Korean original.
2025 enterprise AI use cases: results and strategies of top Korean firms
From Samsung, LG and Hyundai Motor to startups: what 2025 enterprise AI use cases show about the real effects of adopting AI.
Aug 28, 2025
2025 AI use cases in finance: how are major banks using AI?
AI in banking, from Shinhan, Hana, NH NongHyup and KakaoBank to HSBC and ING: chatbots, unmanned branches, risk management and wealth management.
Oct 1, 2025
The AX (AI transformation) era? AI use cases at Korean companies
AI use cases at Korean companies from Samsung to Hyundai in the 2026 AX era, and how DFINITE's enterprise AI DARVIS balances security and efficiency.
Jan 6, 2026
AI in Korean manufacturing, 2025: from smart factories to quality control
Hyundai Motor's Gleo AI, Samsung Gauss, POSCO's smart systems and more: an analysis of AI in Korean manufacturing and the results reported.
Sep 1, 2025
Construction AI case studies: how AI is making job sites smarter
How Hyundai E&C, Samsung C&T, DL E&C and other builders use AI, with reported results such as 90% faster design and up to 30% lower costs.
Sep 5, 2025
Internal AI adoption at global companies (2023-2025): Walmart to Klarna
Global internal AI cases, 2023-2025: Walmart's super agents, Klarna automating 700 people's work, Morgan Stanley's knowledge assets, and agentic AI.
Feb 9, 2026
Top 5 e-commerce AI use cases: practical sales and efficiency gains in 2026
How Ably, Musinsa, Coupang, SSG.COM, and Kurly use AI, from virtual fitting to demand forecasting, and a practical path for mid-sized e-commerce companies.
Feb 13, 2026
How companies that take security seriously can use ChatGPT for business
How to use ChatGPT's business plans safely: Business vs. Enterprise, five security risks such as data leaks and insider misuse, and seven essential settings.
Mar 24, 2026
2026 AI Voucher guide for applicants: from choosing a supplier to applying
Preparing for Korea's 2026 AI Voucher: finding a pool supplier, eligibility, schedule, process, and selection. Up to KRW 200 million; mid-sized firms eligible.
Mar 14, 2026
2025 guide to internal-network generative AI: security and performance
How to run generative AI inside a separated internal network, with cases from Shinhan Bank, KISTEP and others, and the on-premises DARVIS solution.
Aug 22, 2025
Korea's AI service startups: a guide by category and how to choose
Korean AI startups by category: chatbots, generative AI, enterprise AI platforms and industry AI. Compare them and find the right fit for your organization.
Nov 11, 2025
Types of AI agents: how to choose the right one for your company
AI agent types, seven selection criteria and vendor picks by company type: a guide to enterprise AI agents for work automation and data-driven decisions.
Oct 14, 2025
Why ontology decides whether enterprise AI adoption succeeds
Billions invested, yet under 5% of AI agent rollouts succeed. The root cause is a missing ontology. Why it is AI's guardrail and how to build one.
Jan 2, 2026
LLM ontology: a knowledge blueprint to get enterprise AI past its limits
Why ontology is central to enterprise LLMs: defining logical links between data curbs hallucinations and makes answers on company data more accurate.
Feb 3, 2026
Manufacturing ontology is about connecting data, not collecting it
Production, quality and maintenance read the same defect differently. Why manufacturing needs ontology, and how it speeds up root cause analysis.
Jul 17, 2026
MCP explained simply, for anyone (2025 edition)
MCP (Model Context Protocol) explained simply: the concept, adoption cases such as Shinhan Bank and Hyundai Motor, and 30% productivity gains.
Aug 25, 2025
More posts are available in Korean on blog.dfinite.ai.