Suite
Any GPU. Any Cloud. Any Location. One Orchestrator.
Most inference suites are built for homogeneous clusters. The real world isn't like that. SwarmOne's orchestration layer turns heterogeneous GPU environments into a unified, optimized inference fabric.
“SwarmOne boosted personnel efficiency by about 90%, significantly reduced training costs, and enhanced delivery, making us far more competitive in our market.”
In Practice
AMD MI300X + Tenstorrent =
Heterogeneous Compute, Working
Prefill/Decode Across Silicon
AMD MI300X handles prefill while Tenstorrent's Tensix cores handle decode - each chip doing what its architecture does best, in the same inference pipeline, under one SLO. SwarmOne makes heterogeneous silicon work as a single system, not a science project. Mandatory for the Agentic Inference Era.
Silicon
Heterogeneous Silicon
Automatic Hardware-Optimization Matching
SwarmOne profiles your workload at runtime and selects the right optimization strategy — quantization, batching, parallelism — for the exact hardware it’s running on. Any Silicon, any brand. Automatically.
Deploy Anywhere, Manage Nothing
On-premises clusters, AWS, GCP, Azure, CoreWeave, Nebius — SwarmOne installs in one click and transforms any hardware into fully optimized inference infrastructure.
Infrastructure
Autonomous Infrastructure Features
One-Click Agent Installation
Install the SwarmOne agent on any machine with any GPU. Automatic driver management, health monitoring, and performance optimization included.
Bring Your Own Everything
Your compute, your cloud, your storage, your data. SwarmOne manages the intelligence layer. You keep full control.
Elastic Cloud Bursting
When your on-prem cluster hits capacity, SwarmOne automatically overflows to the most cost-effective cloud provider available exactly for your SLO.
Zero-Touch Maintenance
SwarmOne agents self-update, self-heal, and self-optimize. GPU driver updates, security patches happen automatically without downtime. No manual tinkering.
Dynamic Resource Allocation
Intelligent workload placement based on cost, latency, compliance requirements, and hardware availability.
Compliance by Design
SOC 2 Type II certified infrastructure. Region-locking, data residency controls, and encrypted data at transit and at rest.
Experience SwarmOne Today
Schedule a demo and see how SwarmOne can transform your AI infrastructure.