GPU Cloud Resource Resale Aggregation Platform

📌 Background

The explosion of AI inference demand in 2026, combined with GPU hardware supply bottlenecks, has shifted the pricing power of computing power to the supply side. The cloud agency model purchases resources from leading cloud vendors at discounted prices to resell to small and medium-sized enterprises (SMEs), combined with computing voucher policy subsidies to form a high-turnover resale business. Local computing voucher policies in places like Ruian and Zhejiang have activated demand, and industry profits are migrating from hardware manufacturers to scheduling operators.

👤 Target Customers

SME AI R&D teams, low-cost computing power users, and enterprises seeking legitimate service providers to rent cloud computing chips in order to obtain local subsidies.

💰 Revenue Streams

1) Agency price spread: purchasing computing resources from vendors like Alibaba Cloud and Tencent Cloud at discounted prices and reselling at a markup; 2) Scaled utilization revenue: revenue sharing after aggregating idle or batch resources to improve utilization; 3) Stable order flow driven by computing voucher subsidies.

🧮 Cost Structure

Cloud vendor resource procurement costs, platform operation and scheduling system development/maintenance, customer support personnel, and marketing expenses.

🛡️ Moat

Channel partnerships with leading cloud vendors, bulk procurement discounting capabilities, computing voucher policy integration qualifications, and multi-tenant scheduling technology accumulation.

🔑 Keys to Success

• Secure discounted channel partnerships with multiple cloud vendors
• Integrate local computing voucher application processes
• Provide managed and support services tailored for SMEs

⚠️ Risks

• Cloud vendors increasing direct sales ratios to compress agency margins
• Computing voucher policy tightening leading to demand pullback
• Computing price fluctuations introducing inventory risks

🏢 Cases

• Under Ruian's three-voucher policy, enterprises rent cloud computing chips through legitimate agents to obtain subsidies
• Guojin Securities research indicates industry midstream scheduling operators are migrating profits from hardware manufacturers to application service providers

📊 SWOT Analysis