Fully managed
Slurm-on-Kubernetes
A fully managed Slurm-on-Kubernetes solution for simplified AI training on NVIDIA GPU clusters.
No cluster setup
Launch jobs instantly without managing infrastructure.
Pay per second
Only pay while workloads are running.
Auto-scales to zero
Resources automatically shut down when idle.
Built for AI
Training, inference and fine-tuning from one platform.
Managed Soperator
A fully managed Slurm-on-Kubernetes solution for simplified AI training on NVIDIA GPU clusters. Launch training environments in minutes with automated infrastructure provisioning, pre-installed dependencies, fault-tolerant workloads, and efficient GPU scheduling.
One-click cluster setup
Launch your training environment in minutes, not days. Our solution handles everything — from node provisioning to pre-installed dependencies — so you can start scheduling jobs instantly with zero infrastructure configuration.
Fault-tolerant training
Train your models without stress. Automatic health checks and automatic recovery ensure your jobs keep running, even during hardware or node failures. Integrated monitoring dashboards and logging provide an advanced visibility and full control over the cluster.
Maximum GPU utilization
Make the most of your AI hardware. Smart scheduling and topology-aware job placement boost efficiency for large-scale training. Optimized dependencies ensure quick execution of your model training frameworks.
Getting started
Contact us to request large-scale GPU clusters, or sign up to the Neutrino AI Cloud (Powered by Nebius) console to deploy GPUs immediately.