GMI Cloud seeks $635M GPU loan backed by AI contracts

GMI Cloud, a U.S.-based data center operator and NVIDIA partner, has approached CTBC Bank seeking a NT$20.45 billion（約3.3兆円） ($635 million（約1000億円）) multi-tranche loan to finance its AI infrastructure expansion in Taiwan. The financing structure comprises three components: a NT$13.9 billion（約2.2兆円） five-year term loan that has already been launched in Taiwan's syndicated loan market, a NT$6.4 billion（約1兆円） 12-month bridge term loan, and a NT$150 million（約240億円） five-year revolving facility. Both the bridge loan and revolving facility are expected to be provided directly by CTBC Bank. The borrowing is being arranged through GMI Cloud Phoenix Ltd.'s Taiwan branch and carries a margin of 175 basis points above Taibor; at the current three-month Taibor level, the all-in interest rate would be approximately 3.43%.

What distinguishes this financing is its collateral structure: the loan is backed by customer contracts for GPU computing capacity rather than traditional hard assets. If approved, it could become one of Asia's first known syndicated GPU-backed loans, suggesting that contracted AI computing capacity is emerging as a legitimate financing tool in the region. GMI Cloud is backed by Taiwan-based technology company GMI Technology and semiconductor company Realtek Semiconductor, and CTBC Bank is serving as the sole coordinator.

The proceeds are earmarked for GMI Cloud's AI factory project in Taoyuan, Taiwan, which the company agreed last year to fund with a $500 million（約800億円） investment. The facility will be a 16-megawatt data center powered by NVIDIA's most advanced chips and servers, with capacity to process nearly 2 million tokens per second. CEO Alex Yeh has positioned the Taiwan facility as a potential blueprint for AI infrastructure development across Asia. The timing reflects broader regional momentum: global technology companies including Google, Amazon, and Microsoft are actively establishing data centers across Asia, intensifying demand for localized GPU capacity.

The transaction timeline indicates institutional momentum. Participating banks can submit commitments by August 28, with signing scheduled for September 11, and a bank meeting expected to take place on Tuesday. The structured syndication approach and defined calendar suggest CTBC Bank has already tested market appetite and is confident in securing commitments from multiple lenders.

GMI Cloud's loan request reflects a maturing market for AI infrastructure financing in Asia. The use of contracted GPU capacity as loan collateral—rather than physical assets alone—indicates banks are gaining confidence in the stability and predictability of AI computing demand. CTBC Bank's role as sole coordinator and the structured involvement of participating banks through August 28 suggest institutional appetite for this financing model.

The Taoyuan facility underpins this financing: GMI Cloud committed $500 million（約800億円） last year to build a 16-megawatt data center with NVIDIA's most advanced hardware, designed to process nearly 2 million tokens per second. CEO Alex Yeh's framing of this as a "potential blueprint for AI infrastructure development across Asia" positions the financing not merely as a single project but as a proof-of-concept for regional AI expansion. This positioning aligns with concurrent moves by global hyperscalers—Google, Amazon, and Microsoft—establishing data centers across Asia, creating competitive pressure for localized GPU capacity and supporting the case that contracted capacity will generate reliable cash flows for lenders.