USD.AI will provide asset-backed debt financing to support Duos Edge AI's GPU deployment, while Hydra Host will manage GPU-as-a-Service distribution and operations. Together, the structure aligns physical infrastructure deployment, GPU workload management, and dedicated financing into one vertically integrated model for AI compute expansion.

The transaction represents the latest deployment in what Hydra Host terms "AI Factories," modular, high-density compute infrastructure designed for large-scale AI workloads. The deal builds on the previously announced partnership between Duos Technologies and Hydra Host, adding USD.AI as the financing layer to complete the stack: Duos deploys and operates the physical Edge Data Centers, Hydra Host manages GPU-as-a-Service distribution and operations, and USD.AI provides asset-backed debt financing.