Abu Dhabi-backed AI investor MGX is in advanced discussions to acquire DayOne, the Singapore data center operator, in a transaction estimated north of $2 billion. The deal would mark MGX's first infrastructure acquisition in Asia and positions the sovereign vehicle as a direct competitor to hyperscale landlords operating between the Strait of Malacca and Tokyo.
DayOne operates a Tier III-certified facility in Singapore's Tuas South district, commissioned in 2021 with 60 megawatts of contracted capacity and expansion rights for an additional 40 megawatts by Q2 2026. The facility serves twelve anchor tenants, including two top-five cloud providers and three Asian AI labs. Singapore's Energy Market Authority imposed a moratorium on new data center applications in January 2019, making existing operators with expansion rights scarce and strategically valuable. DayOne's land lease runs through 2055.
MGX was established in March 2024 with $100 billion in committed capital from Mubadala Investment Company and ADQ, expressly to invest in AI compute infrastructure, foundational models, and semiconductor supply chain assets. The vehicle has allocated $1.4 billion across six investments since inception, including co-anchor commitments in OpenAI's October funding round and a minority stake in Anthropic. DayOne would represent MGX's first direct ownership of physical data center assets and its largest single deployment to date.
The strategic logic is straightforward. Asian AI model training and inference demand is growing faster than North American or European equivalents, but supply constraints are tighter. Singapore remains the regional hub for low-latency connectivity to Jakarta, Bangkok, and Kuala Lumpur, with fourteen operational subsea cable landings and the lowest sovereign risk profile in Southeast Asia. DayOne's existing power contracts bypass Singapore's new 80-megawatt cap on individual data center power draws, imposed in June 2023. Acquiring expansion-ready capacity inside that regulatory perimeter is worth the premium.
The transaction also signals MGX's willingness to compete with established infrastructure funds that have dominated the Asian data center M&A landscape. Blackstone, Brookfield, and DigitalBridge have collectively deployed $18 billion in the region since 2020, primarily through greenfield joint ventures or majority stakes in operating platforms. MGX is bypassing the consortium model entirely, opting for outright control and integration into its broader AI investment thesis. That approach mirrors the sovereign wealth playbook Saudi Arabia's Public Investment Fund deployed in Vision Fund commitments and suggests Abu Dhabi views AI infrastructure as a multi-decade strategic asset class, not a yield product.
Operators should watch for MGX's next moves in Japan and India, where power availability and regulatory clarity create openings for scaled capital deployment. Japan's Ministry of Economy, Trade and Industry announced ¥2 trillion in AI infrastructure subsidies in December, with disbursement expected by Q3 2025. India's National Data Governance Framework, finalized in November, permits 100% foreign ownership of data center operators for the first time. MGX has the capital, the mandate, and now a reference asset in Singapore to accelerate across both markets.
The DayOne acquisition should close by end of Q2 2025, subject to Singapore's Foreign Investment Review Board clearance, which historically processes sovereign wealth transactions in 45 to 60 days.
The takeaway
MGX's first Asian data center play establishes sovereign AI capital as a direct competitor to Western infrastructure funds.
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