IPO Bar Rises in Korea as Tougher Reviews Squeeze Venture Listings

■AI PRISM [Startup News] Only 21 IPOs This Year, Public Offerings at 1 Trillion Won Range DEEPX, AAEON Sign Three-Year NPU Mass Production Agreement U.S. AI Loan Commitments Reach 683 Trillion Won, Approaching 25% of Tier 1 Capital

Finance|
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By Kang Do-won
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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 'AI-based personalized news recommendation and summary service' developed with support from the Korea Press Foundation. It selects and provides six customized news items for each reader type.

[Key Issue Briefing]

■ NPU Mass Production Agreement: DEEPX has signed a three-year global mass production cooperation agreement with AAEON, the industrial computing affiliate of the ASUS Group, kicking off the expansion of physical AI infrastructure. The scope of AI solutions powered by neural processing units (NPUs) is expanding into various industrial sites including smart factories, autonomous mobile robots (AMR/AGV), healthcare, and retail.

■ Enterprise AI Agents: Snowflake has integrated Anthropic's AI model Claude into its coding tool Cortex AI, creating an environment where companies can leverage AI inference capabilities without leaking corporate data externally. The adoption of enterprise AI agents is rapidly spreading across industries handling sensitive data, including finance, healthcare, and the public sector.

■ AI Financial Risk: Loan commitments by major U.S. banks to AI-related corporate borrowers have reached approximately 25% of Tier 1 capital, a key indicator of bank soundness, prompting successive warnings about financial risks from overheated AI investment. Commitments to high-risk borrowers with credit ratings of B or below have also reached substantial levels, and the Federal Reserve Bank of Chicago has warned that if such risks materialize, shocks could spread throughout the financial system.

[News of Interest to Startup Founders]

1. DEEPX to Embed NPU Solutions in AAEON Products

- Key Summary: AI semiconductor startup DEEPX signed a three-year global mass production cooperation agreement with AAEON, a key industrial computing affiliate of the ASUS Group, at COMPUTEX 2026 held in Taipei, Taiwan. The agreement centers on expanding the application of DEEPX's NPU-based AI solutions across AAEON's major product lines including industrial PCs (IPCs), single board computers (SBCs), and edge gateways. It is being pursued with the goal of actual mass production and market expansion, going beyond simple technical verification or proof of concept (PoC). The two companies plan to leverage the ASUS Group's global distribution network and industrial customer base to expand their business areas to smart factories, autonomous mobile robots (AMR/AGV), smart cities, healthcare, retail, edge security, and industrial safety. DEEPX CEO Lokwon Kim said, "This agreement marks the starting point for the global expansion of AI infrastructure for the physical AI era," adding that DEEPX will grow into a physical AI infrastructure company.

2. Anthropic's Claude to Be Used on Snowflake Platform

- Key Summary: Global cloud data analytics company Snowflake announced at 'Snowflake Summit 26' held in San Francisco on the 1st (local time) that it would integrate Anthropic's AI model Claude into its coding tool Cortex AI. Following a $200 million (approximately 303.1 billion won) partnership agreement signed last December, the two companies have now expanded the scope of their cooperation, allowing more than 13,900 enterprise customers to leverage AI inference capabilities without concerns about data leakage. U.S. online used car platform Carvana has adopted AI across its inventory, logistics, finance, and customer demand management. Cybersecurity firm eSentire is using Claude for threat detection and investigation, while productivity platform Notion is using it to implement AI agent-based automated workflows. Meanwhile, in the keynote of Snowflake Summit 26, Snowflake CEO Sridhar Ramaswamy and Anthropic President Daniela Amodei held a dialogue with in-depth discussions on AI safety.

3. U.S. Banks' AI Corporate Loan Commitments Reach 700 Trillion Won...Rate Hikes Could Trigger Bubble

- Key Summary: According to the Bank of Korea and the Federal Reserve Bank of Chicago, as of the end of last year, the outstanding balance of AI-related corporate loans at major U.S. banks stood at $150 billion (approximately 227 trillion won), while loan commitments reached $450 billion (approximately 683 trillion won), an 80% surge from a decade ago and approximately 25% of Tier 1 capital. Commitments to high-risk borrowers with credit ratings of B or below alone reached $50 billion (approximately 75 trillion won), and borrowing scale is expanding further, with Anthropic recently pursuing a $36 billion loan for AI chip purchases. Furthermore, according to the St. Louis Fed, AI-related investment contributed 0.97 percentage points (approximately 39%) to the U.S. real GDP growth rate (2.51%) during the first three quarters of last year, exceeding the contribution rate (28%) during the dot-com bubble in 2000. Disruptions in the Southeast Asian AI equipment supply chain caused by the prolonged Middle East conflict are also cited as additional risk factors.

[Reference News for Startup Founders]

4. LG Uplus Plants Silicon Valley DNA to Accelerate AX

- Key Summary: LG Uplus (032640) is operating the 'Outsight D.T' program, designed in collaboration with Stanford University in the U.S., aiming to leap forward as an AI transformation (AX) company, working to internalize design thinking among its employees (a user-centered creative problem-solving methodology consisting of five stages: empathize, define, ideate, prototype, and test). The 21 employees selected as the first cohort completed a five-week domestic master course followed by a two-week bootcamp at Stanford and exchanges with Big Tech practitioners. Upon their return, in-house work innovation is becoming visible, including applying vibe coding (a method of generating code through dialogue with AI) to planning tasks previously done manually. LG Uplus's first-quarter AI Data Center (AIDC) revenue this year reached 114.4 billion won, up 31% from the same period last year, and AI-based services are cited as a key factor in mobile subscriber growth. The company plans to dispatch the second cohort of employees to Silicon Valley on the 21st of this month and continue operating the program.

5. "Fair Trade Act Sanctions Strengthened…Prevention is Survival Strategy"

- Key Summary: Attorney Sun Jung-ho and Senior Advisor Lee Soong-kyu of the Fair Trade Group at law firm Lee & Ko emphasized that the intensity of sanctions for Fair Trade Act violations has been significantly strengthened compared to the past, and that establishing a proactive compliance system is the most efficient management strategy. The minimum surcharge for cartel cases has been raised by up to 20 times under the revised guidelines, and the Korea Fair Trade Commission is reviewing plans to expand and elevate its current 7-member core investigation team into an investigation bureau of 30-40 members. In addition, the recently introduced Attorney-Client Privilege (ACP) in Korea has created an environment where pre-risk diagnosis through law firms can be legally protected. The two experts predicted that new forms of unfair practices in emerging industry areas where algorithms and platform technologies intersect will emerge as major issues in the fair trade field.

6. Major Listings Stalled by Regulation…Tougher Reviews Make Venture Entry a Needle's Eye

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

- Key Summary: Through May this year, initial public offerings (IPOs) totaled 21 with public offering proceeds of approximately 1.0474 trillion won, putting the market on track to fall below 100 annual listings and 3 trillion won in offerings for the first time since 2013 (91 listings, 1.3096 trillion won). With strengthened regulations on duplicate listings blocking IPOs of major conglomerate affiliates such as HD Hyundai (267250) Robotics and Hanwha (000880) Energy, AI unicorn Rebellions, which was valued at 3.4 trillion won in its pre-IPO round, has postponed its planned listing this year to next year, while FuriosaAI is still keeping the option of a Nasdaq listing open. The technology evaluation, the first gateway for the technology special listing track,

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 Kang Do-won 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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