Autonomous Fleet Optimization with Swarm
Swarm goes beyond dashboards and recommendations — it autonomously optimizes your entire GPU fleet. Auto power-capping, carbon-aware scheduling, and fleet-wide right-sizing deliver 10-30% infrastructure cost savings without manual intervention.
Swarm capabilities
Team Cost Attribution
Attribute every dollar of GPU spend to the team, model, and job that caused it. Chargeback reports with exportable invoices per team.
Auto Power-Capping
Automatically set GPU power limits based on workload profiles. Reduce waste on idle or underutilized cards without touching job schedulers.
Fleet-Wide GPU Right-Sizing
Continuously analyze utilization across your fleet and right-size allocations. Stop paying for GPUs that sit idle.
Multi-Cloud Cost Comparison
See your GPU costs across AWS, GCP, Azure, CoreWeave, Lambda Labs, and RunPod in one view. Find the cheapest provider for each workload.
SSO / SAML + SOC 2
Integrate with Okta, Azure AD, or Google Workspace. SOC 2 Type II reports, MSA, and SLA on request.
500+ GPU Custom Pricing
Negotiated volume rates for large fleets with dedicated account support, on-prem/VPC deployment, and predictable invoicing.
Get started
Book a 30-minute demo
We'll walk through autonomous optimization for your fleet, answer procurement questions, and scope a custom Swarm contract.