Domyn's $1.1bn is 90% debt, and that reclassification is the story

Domyn, the Milan company founded in 2016 as iGenius, has raised roughly $1.1bn, split about 10% equity and 90% debt according to Sifted ^[1][2][22]. That makes it one of the largest financings a European AI company has announced, and the capital structure matters more than the headline: roughly $110m of equity against roughly $990m of borrowing ^[1] is what you raise when the money buys hardware rather than researchers ^[3].

Mistral did a smaller version of the same trade, taking $830m from seven banks to build its own data centre outside Paris ^[4]. The pattern is that lenders will finance a building full of GPUs on terms no venture fund would offer for a model ^[3].

The building is Colosseum, a supercomputer in southern Italy assembled with Nvidia and Vertiv ^[5]. It runs 80 Nvidia GB200 NVL72 systems, close to 6,000 Grace Blackwell chips, draws about 7MW and is rated at 115 exaflops, which Domyn describes as purpose-built for models above a trillion parameters ^[6]. The company has also been working with Nvidia and the Abu Dhabi group G42 on the Italian machine ^[17].

The sales argument is ownership. Domyn sells to banks, insurers, pharmaceutical companies, defence contractors and governments on the claim that those buyers want to own the model rather than rent access ^[7]. "We saw a white space not just enabling regulated industries to adopt AI, but to actually own and be an AI company in their market," founder Uljan Sharka told Semafor in April ^[9]. Customers get the codebase and can pre-train on their own data, with distribution through Microsoft's Foundry platform ^[10]. Two models have shipped, and the larger one has been benchmarked against GPT-4o and Claude 3.5 Sonnet, using Domyn's own comparisons, which have not been independently reproduced ^[11].

The stated plan is $10bn of investment over three years and EUR 1bn of revenue in the same window, from a base that trade reporting places in the tens of millions of annual recurring revenue ^[12][13]. The investment figure alone is about nine times the round just raised ^[2]. Sharka is not coy about the register: "$1 trillion is the new unicorn right now," he told Semafor. "If you don't talk about $1 trillion, you are out of touch" ^[14].

The context is a European buildout that has been announced more than delivered. Brussels opened bidding on seven AI gigafactories in a EUR 30bn programme, French consortia bid $10bn for one site, and the scheme has since run into delays that alienated partners ^[15]. Italy has moved separately with a EUR 1bn national AI fund and legislated penalties for misuse ^[16].

Owning the metal avoids the GPU-as-a-service layer that, as the report argues, reinforces the illusion of sovereignty rather than delivering it ^[18]. It also means carrying the asset: a supercomputer depreciates on a schedule set in Santa Clara, and the useful life of a Blackwell rack is shorter than the term of most infrastructure debt ^[19].

What is missing is the part that would let anyone price that risk. The investor list, the valuation, the identity of the lenders and the terms of the debt are undisclosed, and Domyn has issued no announcement of its own ^[20][21]. Debt-financed compute is a bet that the machines stay busy enough to service the loan, and the repayment schedule is where the company's demand assumptions live ^[21].

Domyn last raised about EUR 650m of project financing in 2024 at a reported EUR 1.7bn valuation, after a EUR 70m Series A ^[23]. The new round exceeds that entire history ^[3].

Watch for the lender identities and the repayment term, for utilisation disclosure on Colosseum once it is running, for movement from tens of millions of ARR toward the EUR 1bn target, and for whether the gigafactory delays in Brussels shift more of Europe's compute onto private balance sheets carrying debt.