With the Johor-Singapore Special Economic Zone (JS-SEZ) rapidly emerging as a beneficiary of the AI data center boom, the region's supply chain is experiencing both new opportunities and formidable challenges. Among the early trailblazers is Wiwynn, a leading Taiwanese AI server integrator, whose strategic expansion into Johor, Malaysia, has set a benchmark for the industry.
DIGITIMES recently traveled to Johor for an in-depth conversation with Dover Liu, general manager of Wiwynn Malaysia. Drawing on his extensive experience overseeing AI server assembly and mass production, Liu offered a nuanced analysis of the prospects and hurdles facing the JS-SEZ.

Dover Liu, general manager of Wiwynn Malaysia Credit: DIGITIMES
AI server integration: The pivotal role of logistics
Dover Liu explained that Wiwynn's decision to expand into Johor was largely influenced by Singapore's strategic position as the Asia-Pacific hub, supported by its strong logistics infrastructure. With Singapore emerging as a hotspot for fast-paced data center development and investment, Johor's proximity made it the perfect location to tap into this growing market.
Liu shared that Wiwynn began exploring its expansion into Malaysia as early as 2019. After the pandemic, the company decided to build a facility in Johor in March 2021, breaking ground later that year. What started as a single-phase project quickly grew into a two-phase plan just a month later, driven by rising customer demand. Liu pointed out that Wiwynn's main customers include top international cloud service providers and select Malaysian data center operators.
Wiwynn's manufacturing network is strategically spread across the globe, with plants in the Czech Republic for Europe, Mexico for the Americas, and Tainan, Taiwan, as the key hub for server motherboard production (PCBA). The Johor facility is set to become a secondary base for motherboard production and a major player in server manufacturing across the Asia-Pacific region.
Wiwynn as a benchmark: Decoding Johor's competitive edge
Liu explained that Wiwynn's previous manufacturing facility in Zhongshan, Guangdong, China, heavily relied on Hong Kong's robust sea and air transport networks. However, the rapid surge in demand for AI servers has prompted a shift toward "short-chain" supply models, focusing on localized and regional production rather than globalized systems. This change has heightened the need for faster air freight.
Key logistics centers such as Shanghai and Hong Kong continue to play essential roles, but Wiwynn has shifted its focus toward Singapore in response to geopolitical considerations, according to Liu. However, the high land and operational expenses in Singapore pose considerable challenges for manufacturers. In comparison, Johor provides a more economical option. Wiwynn's Johor facility, originally designed as a single-phase development, commenced mass production in July 2023, followed by its first shipment in August. Following positive feedback from major clients regarding the facility's performance, the company rapidly increased its production capacity.
Currently, the Johor plant's order volume exceeds that of the former Zhongshan facility, with production continuing to ramp up. The second phase of the Johor plant began mass production by the end of 2024, and additional motherboard production lines are expected to be operational by the third quarter of 2025.
Liu pointed out that while Wistron's past operations in Malaysia were based in Kuala Lumpur, Johor has become a prominent data center hub, now home to over 50 such facilities. The Johor-Singapore Special Economic Zone (JS-SEZ) is capitalizing on this growing ecosystem. As a system integrator, Wiwynn is leading the way in Johor, setting the standard for the electronics manufacturing supply chain. Industry professionals and policymakers frequently visit Wiwynn's Johor facility to learn from its operations.
Liu also highlighted Malaysia's superior infrastructure compared to other Southeast Asian countries like Vietnam, citing reliable utilities and competitive labor costs. The Johor workforce has rapidly grown from around 700 employees in December 2024 to 2,000 today. Reflecting Malaysia's ethnic diversity, the team's strong English proficiency ensures smooth communication both internally and externally.
Talent retention: The region's lingering challenge
Despite the JS-SEZ being hailed for its cost advantages, solid infrastructure, and abundant natural resources, the challenge of retaining top-tier talent remains a key issue. Industry leaders, including international firms in Singapore, Taiwanese companies, and local enterprises, have expressed concerns that skilled professionals are increasingly drawn to Singapore's higher salaries.
Liu acknowledged this talent gap but noted that the high cost of living in Singapore may prompt some top-level professionals to return to Johor. Both the Singaporean and Malaysian governments are actively addressing these challenges, simplifying cross-border processes, offering investment incentives, and boosting talent development programs. These efforts are expected to help alleviate the talent shortage over time and support the JS-SEZ's growth.
Liu emphasized that the shift of the data center supply chain from Singapore to Johor is largely driven by the rising demand for AI-driven data center solutions. For Wiwynn, its early entry into Johor, with a fully operational manufacturing base, has given the company a significant competitive edge, positioning the facility for continued growth and robust production capabilities.
While there has been speculation about a slowdown in AI data center investments and uncertainties around products like Nvidia's GB200 and GB300, Liu assured that Wiwynn's production lines remain in full swing. Taiwanese executives and local teams continue to work closely, tackling challenges and delivering exceptional service to clients. Liu expressed confidence in the long-term growth of sovereign AI demand and investment.
Wiwynn has also forged key partnerships, notably with Universiti Teknologi Malaysia (UTM), a prestigious institution on par with Taiwan's top universities. These collaborations help ensure a steady flow of highly skilled graduates into Wiwynn's Johor operations, driving continued momentum in the fast-evolving AI sector.
Article translated by Sherri Wang and edited by Joseph Chen