backend.ai: Scalable AI Infrastructure for Every Developer

backend.ai is a powerful backend platform engineered to simplify the development, training, and deployment of AI models at any scale. With advanced GPU virtualization, HPC optimization, and DGX-Ready capabilities, it delivers high-performance computing resources tailored for both research and production environments. Whether deployed in the cloud, on-premises, or in hybrid setups, backend.ai ensures seamless scalability and efficiency. Its suite of tools—including Sokovan, WebUI, FastTrack, Forklift, Control Panel, Dashboard, and Reservoir—streamlines every stage of the AI workflow. The pay-as-you-go model with fractional GPU usage makes resource management cost-effective and flexible.

Key Features:

• GPU Virtualization Technology
• Scalable, On-Demand AI Infrastructure
• HPC Optimization for High-Performance Computing
• DGX-Ready for enterprise-grade AI workloads
• Multi-Environment Deployment (Cloud, On-Premises, Hybrid)
• Comprehensive Tool Suite: Sokovan, WebUI, FastTrack, Forklift, Control Panel, Dashboard, Reservoir
• Pay-As-You-Go Pricing with Fractional GPU Usage
• Developer-Friendly Architecture for Model Building and Serving

Pricing: backend.ai operates on a usage-based pricing model, allowing users to pay only for the GPU resources they consume, with fractional usage options to maximize cost efficiency.

Conclusion: backend.ai is an essential infrastructure solution for AI developers and teams seeking flexible, high-performance, and scalable environments to build, train, and serve models with precision and ease.