India's compute market is visible. GPU demand is visible. The financing question is narrower. Can one Indian GPU transaction clear the five gates that make acquisition debt repeatable? The first successful loan will not prove that India needs compute. That is already visible. It will prove that a borrower, a lender, an offtaker, and the security package can hold together in the form required by credit.
The first gate is fully loaded debt cost. The post-February 2026 RBI ECB liberalisation removed the all-in-cost ceiling and made IFSC lenders eligible. That matters because it gives borrowers more routes to foreign private credit. It does not automatically make foreign money cheaper. A 4–5% FX hedge can push hedged-USD funding to about 13.5–16% on an INR-equivalent basis. Domestic Category II AIF credit can sit at 13–14%. The cheapest money may therefore be domestic, even when the term sheet starts in dollars.
The second gate is financeable offtake. Indian enterprise contracting is habitually annual and cancellable. That is not the same as the 36-month take-or-pay contract a lender wants to see against a depreciating GPU fleet. The form needs no-offset language and assignment consent. It needs payment certainty over a period long enough to amortise acquisition debt. That contract is unproven in India in the exact form lenders need, but the ESDS–SharonAI $1.25B MSA with a $140M letter of credit shows Indian counterparties can sign global-scale paper.
The third gate is lender appetite. There is no single natural lender for the first deal. The credit-box census has to include foreign private credit, domestic AIFs, OEM captives such as Dell, HPE and Lenovo Financial Services, DFIs, and bank-NBFC channels. Each sees a different asset. One may want contract cash flow. Another may want OEM control of equipment and resale. Another may want a policy-linked development angle. The borrower has to find the lender whose box matches the actual structure, not the story, and accept that the winning box may not be the cheapest headline price.
The fourth gate is collateral recovery. Repossession is easy to describe and hard to execute. A lender needs a path through CERSAI or charge mechanics, practical access to the equipment, and ITAD resale routes for used H100s. None of this has yet been exercised in India for a GPU financing of the kind the market wants to scale. Until it is tested, recovery value should be treated as a secondary source of repayment and a structuring discipline, not as the reason to advance capital.
The fifth gate is borrower willingness to pay for readiness. A financeable GPU transaction is not only a price negotiation. It asks the borrower to spend time and control on documentation, monitoring, consents, insurance, security filings, and operational transparency. Some operators will prefer cheaper-looking capital that does not ask for that discipline. That may be rational for equity-funded growth. It is not the same as building a repeatable debt market.
The gates interact. A borrower can survive one weak gate by changing the structure. If hedged foreign debt is too expensive, use domestic credit. If offtake is annual, reduce leverage or wait for a stronger contract. If recovery is untested, give the lender tighter cash control and more assignment rights. One gate fails, change the structure. Two fail, change the plan.
This is the doctrine for the first 90 days. The market does not need another deck saying India is short compute. It needs one transaction that clears all five gates in documents, pricing, collateral, and borrower behaviour. The proof has to be simultaneous, because a loan with cheap debt but weak offtake is not a template, and a loan with strong offtake but no recovery path is not yet repeatable. Once that exists, the next deal can be cheaper, cleaner, and faster. Until then, GPU-backed debt in India is still a thesis waiting for its first complete proof.