Suite
Define Your SLO. SwarmOne Enforces It. Automatically.
Latency, throughput, cost, or any combination. SwarmOne's SLO engine continuously monitors your true inference workloads and rebalances GPU resources in real time to keep you exactly where you need to be.
“SwarmOne boosted personnel efficiency by about 90%, significantly reduced training costs, and enhanced delivery, making us far more competitive in our market.”
SLO Engine
Intelligent Orchestration
Multi-Dimensional SLO Management
Most autoscaling methods pick one dimension. SwarmOne manages cost, latency, and throughput simultaneously — no config files, no manual intervention.
Prefill/Decode SLO Splitting
SwarmOne applies SLO targets independently to prefill and decode. The result: latency and throughput numbers that no unified inference frameworks cannot meet.
Enterprise
Enterprise-Grade Orchestration
Multi-Cloud Price Arbitrage
The cost engine monitors pricing across 30+ GPU providers in real time and routes workloads to the most cost-effective option.
Per-Second Provisioning
Resources spin up the instant workloads arrive and release the moment jobs complete. Zero idle GPU time. Zero wasted spend.
Cost-Performance Frontier
The engine continuously explores the trade-off space between cost and performance for your specific workload profile.
Intelligent Batch Management
Batch sizes adjust dynamically based on real-time traffic patterns and your SLO targets. No manual intervention.
Budget Guardrails
Set hard spending limits per team, project, or user. SwarmOne enforces them automatically before budgets are breached.
Multi-Cluster Multi-Cloud
Orchestrate across data centers, cloud regions, and edge locations as a single logical infrastructure.
Experience SwarmOne Today
Schedule a demo and see how SwarmOne can transform your AI infrastructure.