SovFleet

The system provides a self-hosted, on-premise or cloud-based platform for managing large language model inference workloads, enabling organizations to deploy, route, and control model serving directly on their own hardware. Key features include a centralized control plane, routing gateway, and node agent that ensure secure and efficient execution of models without data leaving the infrastructure, addressing challenges such as capacity allocation, multi-team management, resource constraints, and operational risk; it is designed for AI teams, data scientists, and organizations seeking autonomous, scalable, and compliant model deployment solutions.

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