Duos Technologies Secures $98.1M Debt Facility for 2,304 NVIDIA GPU Deployment
DUOT•Duos Technologies secured a $98.1 million three-year asset-backed debt facility from USD.AI to fund deployment of 2,304 NVIDIA B300 GPUs at its Edge Data Centers managed by Hydra Host. The non-recourse, off-balance-sheet financing isolates risk from Duos’s balance sheet while enabling rapid scale of its GPU-as-a-Service operations.
1. Financing Structure
USD.AI provided a $98.1 million three-year asset-backed debt facility secured by 2,304 NVIDIA B300 GPUs. The non-recourse, off-balance-sheet structure shields Duos Technologies’ corporate balance sheet from asset risk while delivering dedicated capital for AI infrastructure deployment.
2. GPU Deployment Plan
Duos Edge AI will install the GPUs in high-density modular Edge Data Centers engineered to deliver over 100 kW per cabinet with rapid deployment timelines. This expansion targets broader GPU-as-a-Service capacity to meet rising enterprise AI compute demands.
3. Operational Management
Hydra Host’s Brokkr AI Factory Operating System will oversee workload distribution and GPU-as-a-Service operations across its global data center network. The platform ensures seamless integration of compute resources with enterprise AI projects.
4. Strategic Impact
By adding USD.AI’s non-dilutive financing layer to its partnership with Hydra Host, Duos completes a vertically integrated model for AI Factories. This structure allows accelerated scale without balance sheet strain, positioning Duos for agile expansion of its edge data center footprint.




