The ASEAN AI Dilemma: From Zero-Sum Rivalry to Digital Strategic Autonomy

Across Southeast Asia, competition for AI capital has intensified—and it is no longer subtle.

Across Southeast Asia, competition for AI capital has intensified—and it is no longer subtle. Malaysia has positioned itself as the new hub, offering corporate income tax incentives of up to 0% within its special economic zones. According to Malaysia’s Ministry of Finance (2025), high-value technology sectors in designated zones such as the Johor–Singapore Special Economic Zone (JS-SEZ) are eligible for long-term preferential tax treatment, making Malaysia a primary beneficiary of the global China Plus One shift. Combined with land availability, power capacity, and immediate proximity to Singapore, this strategy has made Malaysia one of the primary beneficiaries of the global China Plus One shift. Hyperscalers priced out of Singapore are quietly crossing the border, not because of ideology, but arithmetic.

Indonesia, by contrast, has chosen a different path. Rather than framing itself merely as a host for servers, Jakarta has doubled down on digital sovereignty. NVIDIA’s investment in Solo—through Indosat’s Sahabat-AI initiative—is not designed to warehouse compute but to build a large language model in Bahasa Indonesia, trained on local context and national data priorities (NVIDIA & Indosat Ooredoo Hutchison, 2024–2025). This signals an ambition to refine intelligence, not just rent infrastructure.

Thailand has taken yet another approach: technology diplomacy. The prime minister has engaged in direct lobbying with global technology leaders, including Jensen Huang of NVIDIA and Tim Cook of Apple, offering a green utility tariff that guarantees long-term, low-cost renewable electricity for green data centers, formally launched by Thailand’s Energy Regulatory Commission (ERC Thailand, 2025). In an AI economy constrained by energy and cooling costs, predictable power pricing is no longer a technical detail—it is a geopolitical instrument.

These three strategies—Malaysia’s fiscal competitiveness, Indonesia’s sovereignty-first AI agenda, and Thailand’s diplomatic activism—are each rational on their own. Collectively, however, they reveal a deeper structural risk: ASEAN is drifting into internal rivalry at precisely the moment when global digital capital is most mobile, most strategic, and most extractive.

For years, ASEAN has been treated as a polite, consensus-driven bloc—important for regional stability, yet rarely decisive in shaping global economic architecture. That perception no longer holds. As the global digital economy fractures under geopolitical pressure between U.S.- and China-led ecosystems, ASEAN is being pulled into a high-stakes contest for AI chips, data centers, and strategic technology partners.

The danger is not external competition. It is ASEAN competing against itself—and in doing so, risking the loss of strategic autonomy. If ASEAN fails to orchestrate its digital future collectively, it will not merely lose investment. It will lose the sovereign capacity to shape its own AI ethics, governance standards, and interoperability rules, becoming instead a passive consumer of norms set in Silicon Valley or Beijing.

A Multiplex Reality, Already on the Ground

ASEAN is already living in a multiplex world—whether it acknowledges it or not. This reality became tangible to me during a recent journey in Bangkok. In the city’s BTS and MRT systems, commuters can move effortlessly through gates using Visa and Mastercard alongside Alipay, Line Pay, and even WePay. Increasingly, payments are also made via QR codes—and remarkably, Indonesia’s QRIS can already be used seamlessly in Thailand.

This is not an isolated case. Indonesia has activated cross-border QR payment linkages with Thailand, Malaysia, Singapore, and the Philippines, turning everyday transactions into quiet demonstrations of regional interoperability—a form of minilateral digital cooperation increasingly cited as a model for ASEAN integration (Bank Indonesia, 2024–2025). What appears mundane to commuters is, in fact, a sophisticated layer of regional coordination.

This coexistence of Western and Eastern digital ecosystems is not accidental. It reflects ASEAN’s emerging role as a neutral buffer where rival systems are compelled to interoperate. In the context of the U.S.–China technology cold war, this positions ASEAN as a potential third way: a space where American platforms and Chinese platforms alike must operate under a shared regional protocol rather than exporting their own standards wholesale.

The gate is local. Global platforms adapt.

This everyday observation reveals a larger truth: ASEAN’s strategic advantage lies not in alignment, but in orchestration.

From Investment Rivalry to a Regional Value Chain—and Strategic Autonomy

The Digital Economy Framework Agreement (DEFA) was never meant to be a diplomatic artifact. ASEAN Secretariat projections suggest that, if fully implemented by 2026, DEFA could expand the region’s digital economy toward USD 2 trillion by 2030 (ASEAN Secretariat, 2025). It represents ASEAN’s attempt to operationalize strategic autonomy in the digital domain, echoing global debates on geo-economic fragmentation and the need for regions to retain agency over their technological trajectories. Its logic closely mirrors global policy thinking articulated by institutions such as the World Economic Forum on “global cooperation in a fragmented world” and by UNCTAD’s work on regional value chains as a pathway for development resilience. Its real purpose is to transform ASEAN from ten competing destinations into one integrated digital value chain—shifting the region from short-term rivalry toward what might be called an epistemic collaboration: a shared understanding of where value is created, refined, and multiplied.

In this architecture, functional specialization—rather than duplication—is the true source of power. This is not merely an economic adjustment but a cognitive one: a move away from zero-sum competition toward a logic of aspiration, where progress is measured by collective capability rather than individual headlines.

Indonesia operates as the soul and stress testbed—and increasingly, as the creative engine for digital intellectual property. With its demographic scale, deep cultural diversity, and vibrant creative communities, Indonesia functions as the development kitchen where digital IP, narratives, and creative technologies are conceived, tested, and refined. Success in Indonesia signals not only technical robustness but also cultural resonance for the broader Global South.

Singapore remains the brain and governance laboratory—and critically, the primary investment gateway into ASEAN. It refines, certifies, and globalizes innovations that have survived Indonesia’s pressure test, aligning them with international standards and investor expectations, while serving as the trusted entry point through which global capital structures de-risk and then scale across the region.

Malaysia provides the connective tissue: semiconductor supply chains, redundancy-oriented data centers, and infrastructural resilience that stabilize the ecosystem. Beyond hosting data centers, Malaysia holds a structural advantage in the semiconductor domain—particularly in assembly, testing, and packaging (ATP), mature-node manufacturing, and chip-support industries. With established industrial clusters in Penang, a skilled engineering workforce, and decades-long integration into global electronics supply chains, Malaysia functions as ASEAN’s quietly reliable semiconductor workhorse—less visible than frontier fabs, but indispensable to the region’s digital continuity.

Thailand acts as the gateway, integrating logistics, rail and maritime routes, and digital marketplaces into a coherent regional interface—while also emerging as ASEAN’s display hub for creative digital IP. With world-class event infrastructure, global digital and creative hubs, and a constant flow of international visitors to Bangkok, Thailand provides the natural stage where ASEAN’s digital creativity, culture, and intellectual property are showcased to the world.

This role is further reinforced by Thailand’s physical connectivity ambitions. Bangkok is preparing to anchor a high-speed rail hub that links northward into China and southward toward Malaysia and Singapore—part of the broader Belt and Road Initiative (OBOR). This land-based corridor complements maritime routes, positioning Bangkok as an unavoidable junction where continental and archipelagic Southeast Asia converge. In geopolitical terms, this makes Thailand not just a gateway but an infrastructural hinge for ASEAN’s future integration.

Vietnam completes this chain as the hardware muscle, anchoring ASEAN’s digital ambitions in electronics and semiconductor assembly, testing, and packaging—an industrial role reinforced through regional initiatives such as the AI and Semiconductor Conference (AISC 2025) (Vietnam National Innovation Center, 2025). Often described as China Plus One, Vietnam has become far more than a contingency option. It anchors ASEAN’s digital ambitions in physical reality through its role in electronics and semiconductor assembly, testing, and packaging. In an AI era where compute remains constrained by GPUs, cooling systems, and energy efficiency, Vietnam’s manufacturing depth gives ASEAN industrial gravity—reducing overdependence on any single geopolitical axis while keeping the region indispensable to both U.S.- and China-led technology ecosystems.

DEFA as a Digital Fence, Not a Wall—and the Challenge of the ASEAN Way

To unlock this potential, DEFA must be implemented concretely—as a digital fence. In policy terms, this could take the form of shared ASEAN digital infrastructure: an ASEAN Data Cloud for sensitive workloads, region-wide Open API standards for payments, identity, and AI services, and minilateral arrangements—such as cross-border QRIS linkages—that allow subsets of willing states to move faster without fragmenting the whole. In many ways, this aligns with OECD and G20 discussions on trusted data flows, digital public infrastructure (DPI), and interoperability-by-design—where sovereignty and openness are treated as complementary rather than contradictory. Not protectionism, but clarity. This is also where ASEAN’s often-overlooked contribution becomes visible: the region already possesses the building blocks of a shared ethical framework for the digital economy, grounded in consensus, social harmony, and risk sensitivity rather than technological absolutism.

Sensitive data should be processed within the region. Strategic AI models should be trained locally, reflecting ASEAN norms and societal contexts—an implicit ethics-by-design approach shaped by diversity, inclusion, and political plurality. At the same time, ASEAN must confront the realism of the ASEAN Way: deep digital divides between members, from Singapore’s advanced infrastructure to the limited capacity of Myanmar or Laos, and persistent domestic protectionist instincts. DEFA, therefore, is not merely a technical exercise—it is a test of political will to share prosperity, capability, and risk across the region. Strategic AI models should be trained locally, reflecting ASEAN norms and societal contexts—an implicit ethics-by-design approach shaped by diversity, inclusion, and political plurality. At the same time, these systems must remain technically and commercially interoperable with global standards, ensuring ASEAN is not isolated from—but intelligently connected to—the wider digital economy. Hardware production, data infrastructure, governance, and application layers must therefore be treated as one continuum, not isolated policy silos.

The principle is simple: our data, our models, and our value chain are openly interoperable with global ecosystems, yet anchored in a regional ethical logic that prioritizes trust, proportionality, and long-term stability over speed alone.

Active Non-Alignment as Strategy: Hedging in a Tech Cold War

In today’s polarized geopolitics, ASEAN’s relevance lies in balance. Strategies pursued by Malaysia and Thailand can be read as forms of technological hedging—engaging both U.S.- and China-led ecosystems without full alignment. When coordinated regionally, such hedging can mature into strategic autonomy rather than vulnerability. Rail connectivity northward must be matched with maritime strength westward. Digital infrastructure must mirror this equilibrium—remaining interoperable with both major ecosystems without being captured by either.

If ASEAN can stop bidding against itself and start acting as a single economic organism, it can become the Swiss of the digital era: a trusted, neutral hub where data, hardware, and AI converge without domination.

The real question, then, is not which country wins the next AI investment headline.

It is whether ASEAN is ready to make a deeper cognitive shift—away from rivalry and toward a shared logic of aspiration—what I elsewhere describe as the Algorithm of Aspiration (AoA). In a fragmented global order, can ASEAN move beyond zero-sum competition and imagine itself as a region that grows by designing win-win value chains, ethical interoperability, and collective capability?

In other words, is ASEAN ready to stop asking who wins and start asking what we can become—together?

Tuhu Nugraha
Tuhu Nugraha
Digital Business & Metaverse Expert Principal of Indonesia Applied Economy & Regulatory Network (IADERN)