Backend.AI
FundedUnified AI infrastructure OS for scalable GPU orchestration and virtualization
About Backend.AI
Backend.AI provides a comprehensive AI infrastructure platform designed to build, train, and serve AI models of any size and scale within a unified environment. It addresses common enterprise challenges such as underutilized GPU resources, multi-team resource sharing conflicts, and the complexity of scaling GPU clusters. The platform enables fractional GPU sharing, multi-tenant hierarchical resource management, and supports air-gapped operations for sensitive environments, making it suitable for industries like finance, defense, and academia.
The solution is built for large enterprises and institutions that require efficient GPU utilization and seamless orchestration across diverse hardware ecosystems, including NVIDIA, AMD, Intel, and various NPUs. Backend.AI’s Sokovan orchestrator and patented container-level GPU virtualization technology optimize hardware usage, reduce infrastructure costs, and automate policy-based resource management. This empowers organizations to scale AI workloads effectively while maintaining security and operational efficiency.
Key Capabilities
- ✓Fractional GPU sharing with less than 5% overhead
- ✓4-tier multi-tenant hierarchical resource allocation
- ✓Air-gapped operation for secure environments
- ✓Hardware abstraction layer supporting 12+ GPU and NPU vendors
- ✓Sokovan orchestrator for scalable multi-node GPU workload management
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