What an AI Infrastructure SPV Actually Commits You To

Building or securing dedicated GPU capacity, a colocation commitment, or a compute purchase agreement can require capital and contractual commitments larger than a single company wants sitting directly on its own balance sheet, which is where a special purpose vehicle, a separate legal entity formed to hold that specific asset or commitment, comes in. Investors or partners can put capital into the SPV directly, and the operating company gets access to the capacity without carrying the full commitment on its own books.

That structure is genuinely useful for isolating risk and attracting capital that wants exposure to the infrastructure specifically rather than to your whole business, but it also means a second, real legal entity with its own governance, its own filings, and its own set of obligations that need active management, not a one-time formation and forget.

A capacity or offtake commitment inside the SPV usually means agreeing to purchase a minimum amount of compute or usage over a fixed term, regardless of whether your actual usage ends up matching that commitment. Read that minimum commitment with real usage forecasting behind it, not an optimistic growth assumption, since the SPV structure doesn't change the basic economics of being on the hook for capacity you don't end up using.

Governance terms matter just as much as the financial commitment: who can make decisions on behalf of the SPV, what happens if a participant wants to exit early, and how disputes between participants get resolved are all real questions that need real answers in the formation documents, not assumptions everyone will stay aligned for the life of the commitment.

• What's the minimum usage or purchase commitment, and what happens if actual usage comes in below it
• Who governs the SPV's decisions, and what's your actual voting or consent right if you disagree with a major decision
• What's the exit mechanism if you want out before the term ends, and what does that cost
• Who's liable if the underlying infrastructure provider fails to deliver what the SPV contracted for

Each of those answers should come from the actual formation documents, not from a verbal summary in a pitch meeting, since the documents are what actually governs the relationship once the deal is signed and the initial enthusiasm has faded.

SPV formation involves its own operating agreement, subscription agreements for each participant's capital contribution, and usually a separate capacity or offtake agreement between the SPV and the underlying infrastructure provider, each requiring its own signature and its own amendment trail over the life of the arrangement.

Foxit eSign is a reasonable place to manage that signature trail, particularly once there are multiple participants each needing their own signed copies of overlapping agreements, and losing track of which version of which document each party actually signed is a real, avoidable risk in a structure with this many moving legal pieces.

Once formed, the SPV has its own vendor bills, its own capacity payments, and its own accounting separate from the parent company's, even though the whole point of the structure was to keep this off the parent's core books. BILL is one place that ongoing bill management can live for the SPV's own accounts payable, since it still needs the same basic financial controls and approval workflow any other entity would.

Don't assume the SPV runs itself just because it's a separate entity; someone still needs to own its books, its compliance filings, and its relationship with the infrastructure provider on an ongoing basis, and that ownership should be assigned explicitly rather than left to whoever happens to notice a bill is overdue.