Upstage, Wrtn Back Small Business AI Transformation as Adoption Spreads

■AI PRISM [Startup News] Upstage Supports Small Business Commercial Area Analysis With AI Cloudflare Workers Surpasses 5.5 Million Developers Samsung Electronics Invests 495 Billion Won in DS, 297 Billion Won in DX

Finance|
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By An Hye-ji (Intern Reporter)
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null - Seoul Economic Daily Finance News from South Korea

▲AI PRISM* Customized Economic Briefing

*Editor's Note: 'AI PRISM' (Personalized Report & Insight Summarizing Media) is an "artificial intelligence (AI)-based customized news recommendation and summary service" developed with support from the Korea Press Foundation. It selects and provides six customized news items by reader type.

[Key Issue Briefing]

■ AI Small Business Support: Upstage has won the Small Enterprise and Market Service's AI training dataset construction project and is preparing an AI service that provides commercial area and sales information. In addition, Wrtn Technologies is running an AI utilization training program targeting 1,000 small businesses together with the Korea Enterprises Federation's International Management Institute.

■ AI Agent Billing: Cloudflare has continued revenue growth in the 30% range since 2025, driven by its AI development platform Workers. Accordingly, large contracts worth more than $1 million rose 73% in the first quarter from a year earlier, and the company also newly introduced a "pay per crawl" service that puts a price on AI agents' access to content.

■ Samsung Startup Investment: Samsung Electronics (005930) is making a total of 800 billion won in startup investment, contributing 495 billion won to the semiconductor (DS) division and 297 billion won to the Device eXperience (DX) division. Meanwhile, the investment is being made through a new technology business investment association formed by Samsung Venture Investment, with the goal of building cooperative relationships with promising technology startups.

[News of Interest to Startup Founders]

1. "AI Analyzes Commercial Areas and Promotes"…Upstage and Wrtn Help Small Businesses

- Key Summary: Upstage and Wrtn Technologies have launched businesses to support the AI transformation (AX) of small businesses. Upstage was selected as the operator of the AI training dataset construction project commissioned by the Small Enterprise and Market Service and is preparing an AI service that integrates commercial area, sales, and policy information. In addition, Wrtn Technologies is running a generative AI utilization training program targeting more than 1,000 small businesses together with the Korea Enterprises Federation's International Management Institute. Both companies appear to be focusing on improving small businesses' management environment and securing AI use cases rather than on short-term revenue expansion.

2. Driven by AI Agent Billing…Cloudflare Posts 30% Range Growth

- Key Summary: Cloudflare is continuing growth in the 30% range, driven by its AI development platform Workers and its agent billing system. Active Workers developers rose from 4.5 million at the end of 2025 to more than 5.5 million in the first quarter of fiscal 2026, and large contracts worth more than $1 million also rose 73% from a year earlier. Meanwhile, as the share of web requests from automated bots reached 57%, surpassing human requests for the first time, Cloudflare successively unveiled a "pay per crawl" service that puts a price on AI agents' access to content, along with a monetization gateway. The company has set its 2026 revenue growth rate and long-term operating margin targets at more than 30% each.

3. Samsung Electronics to Spend 800 Billion Won Finding "Future Growth Engines" in Semiconductors and DX

- Key Summary: Samsung Electronics is investing a total of 800 billion won in startups to secure future growth engines in its semiconductor (DS) and Device eXperience (DX) divisions. The DS division will contribute 495 billion won to Samsung Venture Investment's new technology business investment association "SVIC No. 82" for equity investments in domestic and overseas semiconductor startups, and the DX division will contribute 297 billion won to "SVIC No. 83." The two associations have durations of 13 years and 10 years, respectively, with funds paid in from time to time each time an investment occurs. The industry says this contribution is a move to accelerate Samsung Electronics' open innovation strategy.

[Reference News for Startup Founders]

4. Wanted Lab (376980) to Nurture "AI Practical Youth" With Korea Chamber of Commerce

- Key Summary: Wanted Lab has launched an effort to nurture young AI practical talent together with the Korea Chamber of Commerce and Industry. As part of the "Mirae Naeil Work Experience" project promoted by the Ministry of Employment and Labor and the Korea Chamber of Commerce and Industry, it is running an "AI Native Career Camp," in which 35 people selected from 108 applicants will receive four months of AI utilization training and one-on-one mentoring. Participants are provided with AI tool subscriptions, high-spec laptops, and support funds of up to 800,000 won per month, and completed portfolios will be presented at a demo day. With the number of young people classified as "resting" reaching 485,000 as of February this year according to Statistics Korea, Wanted Lab has stated its goal of narrowing the gap between companies' AI transformation (AX) demand and youth practical experience.

5. KT (030200) Breached by Illegal Base Stations, Fined 54 Billion Won for Personal Data Leak

- Key Summary: KT was fined 53.979 billion won for a personal data leak and unauthorized micropayments exploiting illegal small base stations (femtocells). The Personal Information Protection Commission said the personal information of 16,647 KT users was leaked and that unauthorized micropayment damage worth about 240 million won occurred against 368 people. In addition, it was confirmed that KT recognized a server hacking incident in 2024 but did not report it and systematically concealed it, including by deleting logs, leading to a criminal complaint. Using this case as an opportunity, the commission plans to pursue system improvements including criminal punishment for investigation obstruction and fines equivalent to 3% of revenue.

6. "Leclaza" Results in Full Swing…Yuhan Corporation (000100) Posts Record Q2 Earnings

- Key Summary: Yuhan Corporation achieved record quarterly earnings, driven by expanded global prescriptions of its non-small cell lung cancer treatment "Leclaza." Second-quarter revenue this year was 614 billion won and operating profit was 61.4 billion won, up 10.4% and 34.7% respectively from a year earlier, while license revenue rose 130.6% to 58.9 billion won. According to the second-quarter results of Johnson & Johnson (J&J), which licensed Leclaza, sales of the Leclaza-Rybrevant combination therapy rose 61.6% from a year earlier to $289 million. Yuhan Corporation is also accelerating follow-up pipelines, including the development of allergy treatments and a glucagon-like peptide-1 (GLP-1) candidate substance for obesity treatment.

▶Go to Article: As Global High Interest Rates Hit…Authorities Add to Interest Burden

▶Go to Article: Former and Current Mayors Say "Scrap It," Local Government Says "Push Ahead"…"Tram" Splits Ulsan in Two

null - Seoul Economic Daily Finance News from South Korea
null - Seoul Economic Daily Finance News from South Korea
null - Seoul Economic Daily Finance News from South Korea
null - Seoul Economic Daily Finance News from South Korea
null - Seoul Economic Daily Finance News from South Korea
null - Seoul Economic Daily Finance News from South Korea

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Original reporting by An Hye-ji (Intern Reporter) for Seoul Economic Daily.

AI-translated from Korean. Quotes from foreign sources are based on Korean-language reports and may not reflect exact original wording.

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