02/10/2026
WEEKLY KOREA–ASEAN BUSINESS INSIGHT | October 3, 2026
This Week’s Shift: The AI Race Is Moving from Chips to Factories
이번 주의 변화: AI 경쟁이 ‘칩’에서 ‘공장’으로 내려오고 있다
A clear pattern emerged across Korea and ASEAN this week.
In Korea, investment surrounding AI semiconductors continues to expand beyond the chips themselves. In Malaysia, AI demand is already boosting the earnings of semiconductor inspection-equipment companies. Thailand has placed AI and semiconductors at the center of its next national development strategy. And in Vietnam, global manufacturers are building new production capacity alongside their existing ASEAN bases.
The message is straightforward:
The economic impact of AI is moving downstream — from GPUs into substrates, inspection equipment, factory automation, power infrastructure and skilled manufacturing.
CARD 1 | KOREA — AI is reshaping Korea’s industrial structure
Korea’s AI semiconductor boom is no longer simply an earnings story for a handful of chipmakers.
Demand for HBM and other high-performance semiconductors used in AI servers is driving both exports and capital expenditure. The influence has become large enough to move Korea’s financial markets: on October 1, the KOSPI rose 1.95%, led by semiconductor shares.
More important, investment is spreading through the supply chain.
HBM → Advanced Packaging → Substrates → Inspection → Factory Automation
This means the opportunity for Korean companies may ultimately be much broader in materials, components and equipment than in GPUs themselves.
CARD 2 | MALAYSIA — AI is already lifting the earnings of ASEAN equipment makers
One of the most interesting ASEAN examples this week is Malaysia’s [ViTrox](https://www.vitrox.com/?utm_source=chatgpt.com).
The Penang-based semiconductor and electronics inspection-equipment company posted a record quarterly net profit of RM85.04 million in the second quarter. Its first-half net profit of RM136.24 million had already surpassed its full-year 2025 profit of RM133.18 million. The company expects full-year earnings to roughly double from the previous year.
AI is an important part of the story.
As AI chips become more powerful, their packaging becomes more complex. Greater complexity creates demand for increasingly sophisticated inspection systems.
Malaysia's semiconductor industry attracted RM91.9 billion in approved investments between January 2024 and March 2026, of which RM82.9 billion came from foreign investors.
The lesson is significant:
AI does not only reward the companies that design chips. It also creates growth for the companies that inspect them.
CARD 3 | THAILAND — Thailand is looking for the industry that comes after automobiles
Thailand’s industrial direction also became clearer this week.
Prime Minister Anutin Charnvirakul on September 30 outlined priorities for the country’s 14th National Economic and Social Development Plan for 2028–2032, identifying digital technology, AI, semiconductors and clean energy among the industries expected to drive the next phase of economic development.
That represents an important transition.
Thailand spent decades building one of ASEAN’s strongest manufacturing bases around automobiles, petrochemicals and electronics assembly. It now wants to build AI and semiconductor capabilities on top of that industrial foundation.
The BOI’s Thailand FastPass mechanism already covers 42 strategic investment projects worth more than THB344 billion, with electrical and electronics projects accounting for the largest share among recent additions.
The challenge, however, is not simply attracting factories.
The real test is whether Thailand can build the chain:
Factory → Technology → Local Suppliers → Engineers
That is how foreign direct investment becomes domestic industrial capability.
CARD 4 | VIETNAM — A company that manufactured only in Thailand for 37 years has added Vietnam
The clearest example of ASEAN supply-chain restructuring this week came from [Pandora](https://pandoragroup.com/?utm_source=chatgpt.com).
On October 1, the jewellery company opened a $150 million manufacturing facility in Ho Chi Minh City.
For roughly 37 years, Pandora had manufactured its jewellery exclusively in Thailand. The Vietnam facility is its first major production base outside Thailand.
The factory can eventually produce up to 60 million pieces annually and employ around 7,000 people at full capacity. It increases Pandora’s overall production capacity by approximately 50%.
But interpreting this as Thailand → Vietnam misses the larger story.
Pandora is maintaining its Thai manufacturing operations.
The emerging model is therefore:
Thailand + Vietnam
For years, global manufacturers diversified Chinese production through China+1.
Now a similar logic is beginning to emerge inside Southeast Asia itself: companies are distributing production across multiple ASEAN economies.
Call it ASEAN+1.
CARD 5 | MALAYSIA — The question is shifting from “How many data centers?” to “What happens inside them?”
Malaysia provides another indication of how ASEAN investment policy is evolving.
More than 40 applications for new or expanded data centers have been submitted to Malaysia’s Data Centre Task Force this year.
But the government is increasingly interested in more than megawatts and headline investment values.
New projects are being evaluated in terms of their demands on electricity, water and telecommunications infrastructure, as well as their contribution to AI adoption, local innovation, skilled employment and higher-value economic activity.
ASEAN’s data-center competition may therefore be entering a second phase.
Phase 1: How many data centers can we attract?
Phase 2: What economic value do they create?
Thailand, Indonesia and Vietnam are likely to confront the same question as their digital infrastructure markets expand.
STRATEGIC ASSESSMENT | ASEAN is no longer a single “low-cost manufacturing base”
The most important development this week is that ASEAN economies are increasingly taking on different roles within the same regional production system.
Malaysia is building strength in semiconductor equipment, inspection and digital infrastructure.
Vietnam is expanding large-scale manufacturing and electronics supply chains.
Thailand is trying to layer semiconductors, AI and advanced manufacturing onto its established automotive and electronics base.
Singapore continues to play a major role in finance, R&D and regional headquarters functions.
For companies, this changes the fundamental question.
It is becoming less useful to ask:
“Which ASEAN country should we invest in?”
A more relevant question is:
“Where should we locate each function within ASEAN?”
For a Korean robotics company, for example, the regional model could eventually look something like this:
Korea — Technology & Core Equipment
↓
Thailand — System Integration & Customer Development
↓
Vietnam — Manufacturing & Assembly
↓
Malaysia — Semiconductor & Electronics Applications
↓
ASEAN — Sales & Maintenance Network
Seen from this perspective, ViTrox’s earnings and Pandora’s Vietnam factory are not unrelated stories.
As more factories are built and manufacturing processes become more sophisticated, demand follows for inspection systems, automation, robotics, logistics and maintenance.
AI, ultimately, is not only a software industry.
AI creates chips. Chips create factories. Factories create automation.
For Korean companies looking at Southeast Asia, that final stage may become one of the most interesting markets of all.
Sources
— AI semiconductor complexity and record earnings at Malaysia’s inspection-equipment maker.
— semiconductor investment and foreign investment in Malaysia.
— Thailand’s next national development strategy.
— strategic investment projects under Thailand FastPass.
— investment, production capacity and supply-chain diversification.
— local reporting on Pandora’s new manufacturing facility.
— Malaysia’s shift toward evaluating the economic value created by data-center investment.
Photo note: For publication, official press images supplied by Pandora, ViTrox, the Thai government or other sources with clearly confirmed editorial reuse rights should be used.