USD.AI Secures $98.1M Financing for GPU Deployment
Written by Emily J. Thompson, Senior Investment Analyst
Updated: Jun 05 2026
0mins
Source: PRnewswire
- Significant Financing: USD.AI has announced a $98.1 million three-year asset-backed debt facility to support the deployment of 2,304 NVIDIA B300 GPUs, aimed at accelerating the expansion of AI computing infrastructure to meet high-performance computing demands in the market.
- Integrated Operating Model: The financing will be operated by Duos Edge AI, with Hydra Host managing GPU-as-a-Service, creating a vertically integrated model that enhances overall operational efficiency by combining physical infrastructure with GPU workload management.
- Risk Isolation Structure: USD.AI's financing is structured as non-recourse, non-dilutive, and off-balance-sheet, ensuring that risks are isolated from Duos Technologies' corporate finances, thereby providing essential capital support for scaling AI infrastructure deployment.
- Market Demand Response: The CEO of Hydra Host emphasized that AI factories require capital that moves swiftly to meet growing AI demand, and USD.AI's transparent financing layer provides the necessary support for operators to expand AI infrastructure globally.
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Analyst Views on DUOT
Wall Street analysts forecast DUOT stock price to rise
1 Analyst Rating
1 Buy
0 Hold
0 Sell
Moderate Buy
Current: 12.200
Low
14.00
Averages
14.00
High
14.00
Current: 12.200
Low
14.00
Averages
14.00
High
14.00
About DUOT
Duos Technologies Group, Inc., develops and deploys technology systems with a focus on inspecting and evaluating moving vehicles. The Company operates under its brand name duostech. Its technology focus is within the Vision Technology market sector and, more specifically, the Machine Vision subsector. Machine Vision companies provide imaging-based automatic inspection and analysis for process control for industry with potential expansion into other markets. The Company’s flagship product, the Railcar Inspection Portal (RIP), enables freight and transit railroad customers and selects government agencies to conduct fully automated railcar inspections in real-time as trains move at full speed. It has also developed the Automated Logistics Information System (ALIS) which can automate gatehouse operations where transport trucks enter and exit large logistics and intermodal facilities. Its subsidiaries include Duos Technologies, Inc., Duos Edge AI, Inc., and Duos Energy Corporation.
About the author
Emily J. Thompson
Emily J. Thompson, a Chartered Financial Analyst (CFA) with 12 years in investment research, graduated with honors from the Wharton School. Specializing in industrial and technology stocks, she provides in-depth analysis for Intellectia’s earnings and market brief reports.
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- Infrastructure Support: The EDC deployment provides the Hereford Independent School District with infrastructure that supports future AI tools and digital access, covering over 900 square miles and serving more than 4,000 students, aimed at enhancing the quality of education and workforce readiness programs.
- Environmental Impact: Duos Edge AI's edge computing centers utilize water-free cooling technology, reducing environmental impact while meeting SOC compliance standards, demonstrating the company's commitment to sustainable digital infrastructure development.
- Technological Advantages: The modular EDC model can be rapidly deployed and seamlessly integrated with existing network infrastructure, helping to reduce latency, improve service readiness, and support the growing demand for real-time applications across education, healthcare, and business sectors.
See More
USD.AI Secures $98.1M Financing for GPU Deployment
- Significant Financing: USD.AI has announced a $98.1 million three-year asset-backed debt facility to support the deployment of 2,304 NVIDIA B300 GPUs, aimed at accelerating the expansion of AI computing infrastructure to meet high-performance computing demands in the market.
- Integrated Operating Model: The financing will be operated by Duos Edge AI, with Hydra Host managing GPU-as-a-Service, creating a vertically integrated model that enhances overall operational efficiency by combining physical infrastructure with GPU workload management.
- Risk Isolation Structure: USD.AI's financing is structured as non-recourse, non-dilutive, and off-balance-sheet, ensuring that risks are isolated from Duos Technologies' corporate finances, thereby providing essential capital support for scaling AI infrastructure deployment.
- Market Demand Response: The CEO of Hydra Host emphasized that AI factories require capital that moves swiftly to meet growing AI demand, and USD.AI's transparent financing layer provides the necessary support for operators to expand AI infrastructure globally.
See More
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- Operational Integration: This financing will combine with the partnership between Duos Technologies and Hydra Host to create a vertically integrated model that optimizes AI compute expansion by aligning physical infrastructure deployment, GPU workload management, and dedicated financing.
- Risk Isolation: USD.AI's financing structure is non-recourse, non-dilutive, and off-balance-sheet, ensuring that risks are isolated from Duos Technologies' corporate balance sheet, thereby providing the necessary capital for scaling AI infrastructure deployment.
- Market Demand Response: The CEO of Hydra Host emphasized that AI factories require capital that moves at the speed of AI demand, and USD.AI's transparent financing solution will provide operators with the funding support needed to expand in global markets.
See More
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- Open House Event: Duos Edge AI is set to host an open house on June 18, 2026, in Hereford, Texas, showcasing its patented modular Edge Data Center (EDC), which is expected to attract stakeholders from education, business, and healthcare, fostering community collaboration and technological exchange.
- Infrastructure Support: The EDC deployment provides the Hereford Independent School District with infrastructure that supports future AI tools and digital access, covering over 900 square miles and serving more than 4,000 students, aimed at enhancing the quality of education and workforce readiness programs.
- Environmental Impact: Duos Edge AI's edge computing centers utilize water-free cooling technology, reducing environmental impact while meeting SOC compliance standards, demonstrating the company's commitment to sustainable digital infrastructure development.
- Technological Advantages: The modular EDC model can be rapidly deployed and seamlessly integrated with existing network infrastructure, helping to reduce latency, improve service readiness, and support the growing demand for real-time applications across education, healthcare, and business sectors.
See More
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- Significant Financing: USD.AI has announced a $98.1 million three-year asset-backed debt facility to support the deployment of 2,304 NVIDIA B300 GPUs, aimed at accelerating the expansion of AI computing infrastructure to meet high-performance computing demands in the market.
- Integrated Operating Model: The financing will be operated by Duos Edge AI, with Hydra Host managing GPU-as-a-Service, creating a vertically integrated model that enhances overall operational efficiency by combining physical infrastructure with GPU workload management.
- Risk Isolation Structure: USD.AI's financing is structured as non-recourse, non-dilutive, and off-balance-sheet, ensuring that risks are isolated from Duos Technologies' corporate finances, thereby providing essential capital support for scaling AI infrastructure deployment.
- Market Demand Response: The CEO of Hydra Host emphasized that AI factories require capital that moves swiftly to meet growing AI demand, and USD.AI's transparent financing layer provides the necessary support for operators to expand AI infrastructure globally.
See More
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- Financing Support: USD.AI announced a $98.1 million, three-year non-recourse debt facility to support the deployment of 2,304 NVIDIA B300 GPUs, significantly enhancing Duos Edge AI's computational capabilities and driving its expansion in the AI sector.
- Operational Integration: This financing will combine with the partnership between Duos Technologies and Hydra Host to create a vertically integrated model that optimizes AI compute expansion by aligning physical infrastructure deployment, GPU workload management, and dedicated financing.
- Risk Isolation: USD.AI's financing structure is non-recourse, non-dilutive, and off-balance-sheet, ensuring that risks are isolated from Duos Technologies' corporate balance sheet, thereby providing the necessary capital for scaling AI infrastructure deployment.
- Market Demand Response: The CEO of Hydra Host emphasized that AI factories require capital that moves at the speed of AI demand, and USD.AI's transparent financing solution will provide operators with the funding support needed to expand in global markets.
See More
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- Open House Event: Duos Edge AI will host an open house on June 16, 2026, in Dumas, Texas, showcasing its first Edge Data Center (EDC), which is expected to attract representatives from education, healthcare, and industry, thereby promoting regional economic development.
- Educational Support: The facility provides real-time data processing capabilities for 4,300 students in the Dumas Independent School District, enhancing educational tools and digital infrastructure, ensuring reliability and sustainability for K-12 education.
- Infrastructure Advantages: Duos Edge AI's modular EDC model can be rapidly deployed and seamlessly integrated with existing networks, supporting water-efficient operations while meeting SOC compliance standards, thus fostering the development of regional digital ecosystems.
- Technological Innovation: By bringing computing power to the edge, Duos Edge AI helps reduce latency and improve service readiness, addressing the growing demand for real-time applications across education, healthcare, and business sectors.
See More
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- Asset Sale Proceeds: Duos Technologies Group secured approximately $50.4 million from the sale of nearly all assets of New APR Energy LLC, completed on May 26, 2026, significantly strengthening the company's financial position and supporting its strategic investments in technology infrastructure and artificial intelligence.
- Equity Structure: Duos holds a 5% non-voting ownership interest in Sawgrass APR Holdings LLC, the ultimate parent company of New APR, indicating ongoing involvement and potential benefits in related business operations.
- Escrow Fund Arrangement: The company noted that approximately $9.9 million tied to potential indemnity and related obligations under the asset purchase agreement has been placed in escrow, with remaining funds expected to be distributed to Duos after 12 months, enhancing its liquidity.
- Future Outlook: Duos reaffirmed that revenue for 2026 is projected to exceed $50 million, as GPU-as-a-service ramps up in the second half of the year, indicating strong growth potential and competitive positioning in the market.
See More
Duos (DUOT) Q1 2026 Earnings Call Transcript
See More
