ASEAN at an AI Inflection Point
ASEAN is navigating a significant transition from being a region of digital consumption to one of digital infrastructure formation. As global supply chains reconfigure, the ASEAN-6 economies are positioning themselves as critical nodes in the global artificial intelligence (AI) and compute ecosystem. This shift is driven by the recognition of computing infrastructure not merely as a utility, but as a strategic asset essential for national competitiveness and economic resilience.
The region’s evolution is occurring against a backdrop of geopolitical diversification, often described as the China Plus One strategy, where multinational enterprises seek to diversify their production and digital footprints.
Consequently, ASEAN is witnessing a structural reconfiguration where data centres, semiconductor manufacturing, and connectivity networks are converging to form a regional digital backbone. This infrastructure is foundational to the region’s digital economy, which is projected to reach $2 trillion by 2030, supported by frameworks such as the ASEAN Digital Economy Framework Agreement (DEFA). The trajectory suggests a move toward deeper integration into global value chains, specifically in high-value segments like semiconductor packaging and hyperscale data processing.
The Surge in Compute Demand
Demand for compute capacity within ASEAN is being driven by a confluence of enterprise modernization, public sector digitalization, and the proliferation of latency-sensitive applications, such as real-time AI inference, online gaming, and digital payments and financial trading.
Enterprise adoption of AI is accelerating, with businesses increasingly migrating workloads to the cloud to leverage data analytics and generative AI capabilities.
The consumption patterns are distinct across the region. In financial hubs like Singapore, demand is characterized by high-performance computing required for fintech and advanced AI modeling. In emerging digital markets like Indonesia, Vietnam and Philipines, demand is propelled by consumer internet usage, e-commerce platforms, and a young demographic driving data generation. Furthermore, the rollout of 5G networks across the region is catalyzing the need for edge computing to support Internet of Things (IoT) applications and real-time processing.
Public sector initiatives are also significant demand drivers. Governments are digitizing services, as seen in Singapore’s Smart Nation initiatives and Indonesia’s 100 Smart Cities program, necessitating robust domestic compute capabilities. Consequently, the region is facing a requirement to expand data centre capacity significantly. The Asia-Pacific (APAC) region is projected to account for 34% of global operational capacity for data centres by 2028, with ASEAN contributing 51% of the pipeline in key APAC markets.
Data Centres as Strategic Infrastructure
The six largest ASEAN economies – Indonesia, Malaysia, the Philippines, Singapore, Thailand, and Vietnam – are rapidly positioning themselves as the next global hubs for data centre development, with power demand for data centres set to quadruple from 2.6 GW to 10.7 GW between 2025 and 2035, accounting for 3-4% of peak demand by 2035.
Chart 1: Data Centre Capacity Load (MW)
Source: Ember Energy – From AI to emissions: Aligning ASEAN’s digital growth with energy transition goals
The deployment of data centres across ASEAN-6 reflects a divergence in strategy and resource availability.
Singapore remains the region’s primary hub, hosting significant capacity. However, land and energy constraints have led to a more selective approval process for new facilities, emphasizing high energy efficiency and sustainability standards.
This constraint in Singapore has generated spillover effects, benefiting neighboring markets. Malaysia, particularly the Johor region, has emerged as a major beneficiary, attracting hyperscale investments due to its proximity to Singapore and lower land and power costs. Malaysia has the biggest data centre project pipeline in Southeast Asia, accounting for 3.4 GW, or 60%, of all proposed projects across the region.
Indonesia continues to expand its capacity, primarily in Greater Jakarta and Batam, with a focus on serving its massive domestic market.
Thailand has seen a marked increase in investment activity. The Board of Investment (BOI) reported a 67% surge in investment applications in 2025, largely driven by data centre and cloud service projects valued at approximately US$ 24 billion.
The Philippines is also pursuing hyperscale ambitions, though it faces challenges regarding high electricity costs and grid reliability issues.
Vietnam is experiencing growth driven by data localization regulations, though it must navigate infrastructure upgrades to support larger facilities. While the country presently has the smallest projected data centre capacity in the region, it has set an ambitious target to place among the top 50 globally in the ICT Development Index and to become the third-largest digital economy in ASEAN by 2030.
Hyperscalers Major Contributors to FDI in ASEAN
Chart 2: ASEAN – Top five industries by announced greenfield investment, 2023 and 2024 (Billions of dollars)
Source: ASEAN Investment Report 2025
According to analysis in the ASEAN Investment Report 2025, announced greenfield investment in electronics and electrical equipment increased by 15% to US$31 billion, reflecting sustained momentum in semiconductors and printed circuit boards.
Meanwhile, greenfield investment in the information and communication sector rose 43% to US$30 billion, driven by accelerating demand for data centres, cloud infrastructure, data processing, and broader digital activities.
Foreign Direct Investment (FDI) in digital infrastructure has surged, with global hyperscalers establishing cloud regions to secure market share and comply with data sovereignty requirements. Amazon Web Services (AWS), Google, and Microsoft have committed multi-billion-dollar investments across Thailand, Malaysia, and Indonesia. For instance, AWS launched a region in Malaysia in 2024 with a substantial investment pledge, and Google launched a new cloud region in Thailand, a key milestone in their $1 billion investment in the country’s digital infrastructure.
As latency becomes a critical performance metric for AI and IoT applications, infrastructure is also moving closer to the user. Edge computing is gaining traction, particularly in archipelagic markets like Indonesia and the Philippines where centralized data centres cannot efficiently serve all remote populations.
The expansion of 5G networks across the region is a primary driver, necessitating localized data centres to handle the influx of mobile data traffic and enable real-time processing. Telcos are playing a pivotal role here; for example, SK Telecom has partnered to develop AI data centres in the region, starting with Vietnam, signaling a convergence of telecommunications and compute infrastructure.
Semiconductor Manufacturing Accelerates
Chart 3: ASEAN – Announced greenfield investment in semiconductor sector, 2020–2024 (Billions of dollars)
Source: ASEAN Investment Report 2025
The symbiotic relationship between compute infrastructure and semiconductor manufacturing is becoming a central theme in ASEAN industrial policy.
Malaysia, already a global hub for semiconductor packaging and testing, has introduced a National Semiconductor Strategy to move up the value chain into integrated circuit design and advanced packaging. This aligns with the friendshoring trend, where global firms diversify supply chains to politically stable regions.
Vietnam is aggressively pursuing semiconductor capability, aiming to train 50,000 engineers by 2030 and attracting investments from major players for packaging and testing facilities, such as Intel, Samsung, and Amkor.
Singapore continues to lead in advanced manufacturing and wafer fabrication, serving as a high-value anchor for the region’s semiconductor ecosystem. The city-state currently accounts for 5% of global wafer fabrication capacity, 20% of semiconductor equipment production, and 10% of total semiconductor output.
Indonesia primarily participates in the back end (assembly, testing, and packaging) and materials segments of the semiconductor global value chain. The country hosts back-end manufacturing facilities for several major Integrated Device Manufacturers (IDMs). Companies with an IDM presence in Indonesia include Infineon Technologies, Renesas, Rohm, Sanken Electric, and Toshiba.
The Philippines and Thailand are also integrated into this hardware supply chain, primarily in assembly and testing. The region’s collective capacity is vital for the AI hardware supply chain, as AI applications drive demand for specialized chips and high-performance computing hardware. This integration allows ASEAN to function not just as a user of compute power, but as a critical producer of the underlying hardware.
The Role of Software Ecosystems & Sovereign AI
While infrastructure creates the foundation, the software ecosystem defines utilization. Singapore has advanced its National AI Strategy 2.0, focusing on becoming a global centre for responsible AI thought leadership and deployment. Indonesia has also articulated a National AI Strategy to guide adoption in healthcare and bureaucracy.
Chart 4: % of GenAI Startups by Country (as a % of 250 Survey Participants)
Source: ASEAN GENAI Startup Report 2024
The startup ecosystem is responding to these signals. In 2024, Singapore hosted approximately 44% of the region’s Generative AI startups, according to a survey of 250 GenAI-native startups surveyed by GenAI Fund, followed by Vietnam at 27%, indicating a concentration of development talent. However, a talent gap persists. While infrastructure can be built relatively quickly, the human capital required to develop and manage AI systems is slower to accumulate.
The ASEAN Responsible AI Roadmap attempts to address governance and skills at a regional level, promoting ethical standards and harmonized regulations to foster a trusted environment for AI development.
Summary – Policy Support for Digital Infrastructure
Country |
Artificial Intelligence (AI) |
Semiconductors |
Data Centres |
Singapore |
NAIS 2.0: S$1B investment for AI computing & talent; “AI for the Public Good” focus
Model AI Governance Framework & AI Verify: responsible AI testing toolkit Green Computing Funding Initiative: S$30M for energy-efficient software R&D |
RIE 2025 Plan: S$13.6B (2021–2025) for semiconductor R&D and innovation
Manufacturing 2030: embeds semiconductor plans for high-value manufacturing |
Green Data Centre Roadmap: DC-CFA process; targets PUE ≤1.3 and green energy
Digital Connectivity Blueprint: sustainable growth standards; aims to double submarine cable landings |
Malaysia |
AI Untuk Rakyat: national program to increase AI literacy among citizens
NIMP 2030: focuses on tech adoption and digitalization across industries Malaysia National AI Office (NAIO): aims to accelerate the nation’s AI adoption, promote innovation, and ensure the ethical development of AI. |
National Semiconductor Strategy (NSS): RM25B (~US$ 5.3B) fiscal support; three-phase plan: Building Foundations → Moving to the Frontier → Innovating at the Frontier
Golden Pass: specialized tax incentives for front-end manufacturing and IC design |
Digital Ecosystem Acceleration (DESAC): incentive scheme for data centres adopting green technology
Green Lane Pathway (TNB): expedited electricity supply; reduces power infrastructure lead times |
Vietnam |
National Digital Transformation Programme: targets top 50 ICT ranking by 2030; drives demand for compute and AI infrastructure | National Strategy (Decision No. 1018/QD-TTg): 2030–2050 roadmap using “C = SET + 1” formula(Chips, Specialized, Electronics, Talent, +Vietnam)
Law on Digital Technology Industry (eff. 2026): preferential CIT rates (10% for 15 yrs; up to 37 yrs for large projects); land rent exemptions Investment Support Fund (Decree 182/2024): cash grants; up to 50% of R&D costs covered |
100% Foreign Ownership: Law on Telecommunications 2023 allows full foreign ownership in data centre services
National Digital Transformation Programme: targets top 50 ICT, driving compute infrastructure demand |
Thailand |
AI for All Thais: initiative to train 1 million citizens in AI skills
Digital Technology Foresight 2035: addresses blockchain, AI, and data privacy trends |
National Semiconductor Board (est. 2025): chaired by Prime Minister; steers national strategy
BOI Advanced Electronics Incentives: 10-yr tax exemption for front-end wafer fab; 8-yr for advanced IC & PCB machinery |
BOI Incentive Schemes (revised 2025): tiered structure: High-Efficiency DCs (8-yr CIT exemption); Other DCs (5-yr); criteria based on PUE and water usage |
Indonesia |
National AI Strategy 2020–2045: guides public service digitization and regulatory frameworks
Making Indonesia 4.0: prioritizes AI, automation, and IoT in manufacturing |
Downstreaming Industry Strategy (2023–2040): domestic processing of silica & nickel to support semiconductor, EV battery, and solar panel manufacturing | Special Economic Zones (SEZs): e.g. Nongsa Digital Park: up to 20-yr tax holidays, 100% foreign ownership, streamlined permitting for data centres and cloud |
Philippines |
National AI Strategy Roadmap 2.0: positions country as centre of excellence in AI R&D
Center for AI Research (CAIR): new institution supporting the AI Strategy |
Green Lanes (Executive Order): expedited permits and licenses for strategic semiconductor investments
CREATE MORE Bill: enhanced incentives addressing power costs for energy-intensive industries Administrative Order No. 31: advisory council to enhance global competitiveness of the semiconductor industry |
Strategic Investment Priority Plan (SIPP): classifies data centres as strategic investments eligible for tax incentives
Digital Cities 2025: expands digital infrastructure and IT-BPM capacity beyond Metro Manila |
Regionally, the ASEAN Digital Economy Framework Agreement (DEFA) aims to harmonize digital trade rules, potentially doubling the regional digital economy by 2030 by reducing fragmentation and facilitating cross-border data flows.
Structural Constraints & Risks
Despite the capital inflows, structural constraints pose significant risks to the realization of ASEAN’s digital backbone. Power availability is the most acute constraint. The energy intensity of AI workloads threatens to overwhelm grid capacity in specific locales. For instance, data centre power demand in Malaysia is expected to rise sharply, potentially straining national power reserves if grid upgrades do not keep pace.
Sustainability is a collateral risk. The cooling requirements for data centres place pressure on water resources, and the carbon footprint of expanded compute capacity challenges national decarbonization goals. Regulatory fragmentation remains a hurdle; disparate data privacy laws and localization requirements across the ten member states create compliance costs that can deter regional scaling.
Furthermore, the talent war is intensifying. A shortage of skilled engineers and AI specialists is evident across Vietnam, Thailand, and Indonesia, potentially creating a ceiling on how fast the digital economy can expand. There is also a risk of infrastructure overbuild in specific sub-markets if speculative investments outpace actual tenant demand, a phenomenon observed in previous infrastructure cycles.
Conclusion: Building a Regional Digital Backbone
ASEAN-6 is transitioning from a digital consumption market to a strategic production hub for the global AI economy. Supply chain diversification and enterprise demand have attracted large-scale investments from hyperscalers and semiconductor firms, positioning the region as a key node in global digital infrastructure.
Growth is complementary, not uniform. Singapore anchors high-value R&D, financing, and chip design, while Malaysia, Vietnam, and Thailand scale packaging, testing, and hyperscale data hosting. This division of labor enables ASEAN to offer an integrated, end-to-end digital supply chain.
However, there are structural constraints. AI-driven energy demand is pressuring grids and decarbonization targets, requiring accelerated renewable deployment and grid upgrades. At the same time, engineering talent shortages remain a binding bottleneck.
ASEAN’s long-term competitiveness will hinge on aligning national industrial strategies with regional integration. As initiatives like the ASEAN Digital Economy Framework Agreement (DEFA) progress, regulatory harmonization and infrastructure interoperability will determine whether the region evolves into a cohesive and resilient digital ecosystem.
