Institutional crypto exchange operator Bullish has signed a $100 million stablecoin-based debt facility with USD.AI to fund AI-focused loans secured by GPU infrastructure, the companies announced on Friday. The arrangement is designed to channel stablecoin liquidity into demand for compute hardware while tightening collateral coverage by tying repayment to specific GPU assets.
USD.AI, built by Permian Labs, provides onchain financing backed by AI computing hardware—using the GPU as the primary collateral rather than relying on a borrower’s broader corporate balance sheet. Bullish says it will also list USD.AI’s sUSDai token across multiple trading pairs and run a dedicated market-making program to support secondary liquidity and price discovery.
Key takeaways
- Bullish is providing a $100 million stablecoin-backed debt facility to USD.AI for GPU-secured loans.
- Loans are collateralized by underlying NVIDIA GPU hardware rather than general corporate assets.
- USD.AI uses onchain financing to match stablecoin liquidity with demand for AI compute infrastructure.
- Bullish plans to list sUSDai on multiple trading pairs and enhance liquidity through a market-making program.
- The new facility builds on USD.AI’s earlier GPU-backed financing rounds, including deals backed by NVIDIA B300 and B200 GPUs.
A stablecoin facility aimed at GPU-backed lending
Under the agreement, USD.AI will use Bullish’s $100 million debt facility to originate loans for AI infrastructure operators. The central distinction is collateral structure: Bullish and USD.AI stated that the loans will be secured by the GPU hardware being financed, not by borrowers’ wider corporate assets. For lenders, this can reduce reliance on overall balance-sheet credit risk; for borrowers, it points to a financing model where access to capital is linked to the specific compute equipment they acquire or operate.
USD.AI positions the platform as a bridge between stablecoin liquidity and the capital needs of companies buying or deploying AI infrastructure. In practice, the facility effectively scales a financing pipeline where compute hardware becomes a financial primitive—something that can be underwritten, financed, and supported through token-linked liquidity.
What Bullish says it will do with sUSDai
Bullish also outlined plans to support the USD.AI ecosystem beyond the initial facility. The exchange operator said it expects to list sUSDai across multiple trading pairs and to back the token with a dedicated market-making program. Bullish’s stated goal is to improve secondary liquidity and price discovery for debt products tied to GPU-backed financing.
From an investor and market-structure standpoint, liquidity and trading depth are often the practical bottlenecks for newer tokenized instruments. By committing to market-making and broader exchange availability, Bullish is attempting to ensure that token demand and pricing can develop alongside the underlying financing activity rather than lag behind it.
USD.AI’s expanding GPU financing pipeline
The $100 million facility adds to USD.AI’s recent track record in GPU-secured lending. In June, USD.AI announced a $98.1 million loan backed by 2,304 NVIDIA B300 GPUs. In the same update, it referenced another $34 million loan backed by 768 NVIDIA B200 GPUs, which it said was fully funded.
Those earlier disclosures help clarify that Bullish is not entering USD.AI’s model for the first time; rather, the new debt facility appears to scale an existing financing track centered on specific GPU batches and associated underwriting.
Longer-term link between Bullish Capital and USD.AI
The deal also follows Bullish Capital’s earlier involvement with USD.AI. According to the announcement, Bullish Capital made a $4 million investment into USD.AI in September 2025.
That investment provides context for why the company is now expanding into a much larger, operational financing role. It also signals a continuing strategy of pairing exchange and institutional capital capabilities with token-linked infrastructure financing—particularly in areas where the demand drivers (AI compute expansion) can be observed in real asset procurement.
Crypto-market backdrop and equities rally
While the USD.AI facility is fundamentally about financing mechanics, it arrives as Bullish’s equity has rebounded. Bullish became a publicly traded company on the New York Stock Exchange in August 2025, raising about $1.03 billion after pricing its initial public offering at $37 per share. Yahoo Finance data shows the stock remains down more than 60% versus its IPO level, but it has recently regained ground, up roughly 45% over the past month to trade around $33 as of Friday.
Bullish’s share performance has also tracked a broader upswing in certain crypto-linked stocks. Over the past month, according to the same context cited alongside Bullish’s move, Strive gained about 88%, Bitcoin miner Canaan rose around 55%, and stablecoin issuer Circle was nearly 40% higher—an indication that market appetite for crypto-related equities has improved along with parts of the digital asset complex.
Investors watching USD.AI and Bullish’s sUSDai push should focus next on whether the liquidity and market-making efforts translate into consistent secondary trading depth, and whether GPU-backed lending keeps scaling at the pace implied by earlier B300 and B200-backed announcements. The sustainability of token demand will likely depend on how smoothly the financing pipeline turns collateral-backed debt into repeatable issuance and recoverable value under different compute-cycle conditions.
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