USD.AI provides strategic, non-dilutive financing solutions for AI infrastructure operators, with a structure designed to meet institutional-level scale requirements. The protocol initiates non-recourse loans secured by GPU infrastructure and asset-side cash flow, and enables fund providers to gain exposure to revenue-generating computing power assets in a liquid and transparent manner through on-chain credit instruments.