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SwarmOne is a DevOps & Infrastructure tool that provides autonomous infrastructure for AI inference, training, and evaluation. It orchestrates workloads across various silicon architectures, offering multi-node, SLO-driven autoscaling, and significantly lower costs per million tokens.
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SwarmOne is an autonomous infrastructure platform designed for AI inference, training, and evaluation workloads. It offers a unique scheduler that dynamically disaggregates prefill and decode, orchestrates heterogeneous GPU clusters (NVIDIA, AMD, Intel, Groq, and more), and rebalances in real time to achieve over 90% utilization. The platform features SLO-driven autoscaling, enforcing defined latency, throughput, or cost targets by instantly provisioning GPUs when latency drifts and scaling compute to zero when traffic drops. SwarmOne aims to reduce costs by up to 80% through dynamic disaggregation, multi-node orchestration, and multi-cloud arbitrage, routing to the cheapest capable hardware. It supports a full AI lifecycle from training to deployment with zero DevOps/MLOps required, making it ideal for engineering teams at global enterprises.
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Enterprise · Custom
Not publicly disclosed. Check swarmone.ai for current pricing.
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