Dubai Holding Eyes Stake in Bain-Backed AI Data Center Firm Hscale: Report

Dubai Holding is exploring an investment in Hscale, a Bain Capital-backed data center developer focused on Europe, the Middle East, and Africa, according to a report by Bloomberg.

The reported talks would add another international asset class to Dubai Holding’s portfolio, extending its reach beyond its core presence in real estate, hospitality, and domestic strategic investments.

Reported Talks Come Amid an AI Infrastructure Rush

Hscale operates in one of the most closely watched corners of digital infrastructure: hyperscale data centers. These facilities are built to serve large cloud, artificial intelligence, streaming, and enterprise technology customers whose computing needs are expanding quickly.

Bain Capital officially launched Hscale in May 2025, describing it as a hyperscale provider designed to accelerate the firm’s digital infrastructure footprint across the EMEA region. The company said Hscale would develop customer-focused, replicable, and scalable infrastructure tailored to the requirements of hyperscale clients.

Hscale’s leadership team has collectively delivered 6.85 gigawatts of data center capacity across EMEA and APAC. The company’s strategic pipeline includes more than 1 gigawatt of projects in Milan, Frankfurt, London, Madrid, Oslo, Barcelona, and Zaragoza, with more than 100 megawatts already under construction.

AQ Compute Deal Anchors Hscale Growth

Hscale’s roots trace back to Bain Capital’s 2024 investment in AQ Compute, the data center subsidiary of Aquila Group. In October 2024, Bain Capital acquired an 80% stake in AQ Compute through a partnership with Aquila Group, with the companies targeting a multi-billion-euro investment program to develop and operate sustainable data centers for hyperscale and AI customers across Europe.

Aquila Group later retained a 20% shareholding in Hscale. Aquila is also expected to contribute renewable energy and sustainability expertise, a factor increasingly important for data center operators as power availability, grid capacity, and low-carbon energy sourcing become central industry constraints.

The interest from Dubai Holding, if a transaction advances, would place the Dubai investment group closer to a sector where long-term demand is being driven by AI model training, cloud computing, data localization, and enterprise digital transformation.

Dubai Holding Broadens Its Investment Reach

Dubai Holding is a diversified global investment company with assets across real estate, hospitality, entertainment, retail, media, and investments. The group says it has investments in more than 30 countries and an extensive portfolio worth more than $136.1 billion (AED 500 billion).

The reported Hscale talks follow a major domestic transaction in May, when Dubai Holding and the Investment Corporation of Dubai announced the completion of a strategic transaction in Emaar Properties. Under that deal, Dubai Holding acquired a 22.27% equity stake in Emaar from ICD, increasing its total shareholding in the Dubai-listed developer to 29.73% and making it Emaar’s largest shareholder.

Dubai Holding said at the time that the Emaar investment reflected confidence in the developer’s market position, asset quality, long-term growth prospects, and the fundamentals of Dubai’s economy and real estate sector.

Data Centers Gain Strategic Importance

Data centers have become increasingly strategic for governments, sovereign-linked investors, and private equity firms. Artificial intelligence workloads require large amounts of computing power, reliable energy supply, high-speed connectivity, and proximity to major enterprise and cloud customers.

Hscale’s own materials describe data centers as essential infrastructure for an increasingly connected world, driven by AI applications, cloud computing, and big data analytics. The company has also emphasized the importance of clean energy where feasible, reflecting an industry-wide challenge: hyperscale facilities can take years to permit, power, and build.

A Dubai Holding investment in Hscale would fit a broader pattern of Gulf capital targeting assets tied to future digital infrastructure, not only real estate or traditional operating companies. Still, no final transaction has been announced, and the reported talks should be treated as exploratory unless confirmed by the companies involved.