Insights · Structuring
The Qinari model: why every AI infrastructure partnership should be its own SPV.
Infrastructure partners want to underwrite one asset, one contract set and one counterparty. Qinari — QORINAI's special-purpose-vehicle platform — is built around that preference.
When a GPU cluster, a data-centre build and an overseas joint venture all sit on one balance sheet, every partner is exposed to every project. Lenders have to consolidate; equity investors have to price risks they did not choose; a delay on one site can touch the cash flows of another. Qinari exists to remove that entanglement.
Three kinds of Qinari vehicle
- Qinari Compute — owns a GPU fleet (for example an NVIDIA HGX B300 cluster) and leases the compute to an end customer or hosting operator on a multi-year contract. QORINAI deploys and maintains the fleet under an O&M agreement. Typical partners: equipment financiers, GPU owners, offtake customers.
- Qinari Infrastructure — holds the land, grid connection, on-site generation and the building for a single data-centre project, and leases or licenses it to the operating business. Typical partners: energy companies, infrastructure funds, equipment-for-equity suppliers.
- Qinari International — a local vehicle incorporated in a partner's own market, applying the same governance template, operated by QORINAI with in-country teams. Markets in view: Japan, Singapore, Malaysia and the Middle East.
Why partners and lenders prefer it
Ring-fencing. A construction delay on one site or a lease event on one cluster cannot touch another vehicle. Clean cap table. An energy partner joins the infrastructure vehicle; an equipment lender joins the compute vehicle; nobody takes exposure to a business they did not underwrite. Lender-ready. A single-purpose company with defined assets and a defined revenue contract, security limited to that vehicle, no consolidation and no cross-default. Exit optionality. A vehicle can be refinanced once its asset is operating, or sold to an infrastructure buyer, without disturbing any other Qinari vehicle or QORINAI itself.
What stays with QORINAI
The people, the platform and the IP: engineering, deployment and 24×7 operations teams; the IntraLLM enterprise-AI platform; the hardware supply relationship through strategic shareholder Hyperscalers; and a co-investment in each vehicle alongside partners. Every Qinari SPV contracts with QORINAI under arm's-length development-management and O&M agreements disclosed to all shareholders.
From term sheet to operating vehicle
Define the vehicle → incorporate and govern on the common template → contract the asset (supply and construction in, lease or hosting out, finance documents) → operate and report monthly → refinance, hold or exit. The same five steps every time, which is what makes the model repeatable across projects and countries.
The Qinari page sets out the three vehicles, the structure diagram and the questions partners usually ask.
Talk to the team that builds it.
Land and power, halls, hardware, GPU operations and the IntraLLM platform — one enquiry.