Equipment finance for AI hardware is not exotic. It is secured lending against a depreciating asset with an unusual demand profile. Underwriters apply the same framework used for aircraft, rolling stock or medical imaging, then adjust for two things that are specific to GPUs: the speed of generational turnover and the concentration of the customer base.
1. Collateral: what is the equipment worth on the day it is repossessed?
The lender starts from the invoice, not from the operator's projected revenue. The questions are: which generation, from which vendor, with what warranty, and what does the secondary market look like today for that exact SKU. A B200 or GB200 system has a defensible resale path in 2026; a system two generations back does not. The advance rate, typically expressed as a percentage of hard cost, follows directly from that view. Software, installation and services in the quote are usually excluded from the collateral base.
2. Cash flow: can the deployment service the debt?
This is where files stall. The lender wants to see either contracted revenue from named customers or a utilization history on already-deployed capacity. A pipeline slide is not offtake. A signed capacity agreement with a term, a rate and a counterparty is. Debt service coverage is calculated on a downside case, usually with a haircut to pricing per GPU-hour and a lag on ramp-up.
An operator with three signed one-year contracts covering 60% of new capacity is, in most lender models, a stronger credit than one with a larger but unsigned pipeline covering 150%.
3. The company: who is standing behind the equipment?
Historical financials, existing leverage, liquidity and management background. For a younger operator, the lender substitutes a cap table, the equity raised to date and the sponsor's track record. Existing liens matter: a blanket UCC filing from a prior lender can block a new equipment loan until an intercreditor or carve-out is negotiated.
4. Deployment: will the equipment actually be turned on?
Power availability, cooling, delivery dates and commissioning are underwriting items, not logistics. Equipment that sits in a warehouse waiting for a substation upgrade is collateral generating no cash. Lenders increasingly ask for the power contract or colocation agreement alongside the equipment quote.
What this means for the file
- Lead with the equipment schedule and the offtake contracts, not the company narrative.
- Present a downside cash-flow case yourself before the lender builds one.
- Disclose existing debt and liens on the first page, not in diligence.
- Include the power and site documentation with the initial package.
Riipe's credit package is structured in this order for that reason. It is the order a credit committee reads in.
This article is general information, not credit advice. Actual underwriting criteria vary by lender and transaction.