Native UI, CLI & API

The Future Compute Layer

Enable Virtually Limitless Compute with a unified platform for

vantage · zsh
Runs everywhere you do
AWSAzureEquinixGoogle CloudOracle
The Vantage Control Plane

Virtually Limitless™
Compute.

Execute AI, HPC, and Quantum workloads across any environment.

Vantage architecture

Slurm+Kubernetes Orchestration

Bring Slurm to Kubernetes

Run your existing HPC workloads without refactoring or compromise

Spin Up Clusters Instantly

Fully automated provisioning means you're up and running with just a few clicks

Isometric cubes illustrating cluster orchestration
Key and layers illustrating identity-aware access

Identity-Aware Infrastructure

No More Integration Headaches

Secure, identity-based connectivity for your entire stack: Slurm, AI tools, and Kubernetes

IAM Simplified

Identity-based authentication eliminates passwords across compute, storage, and workloads

GPU-Native Platform Operations

Stay Secure, Stay Running

Active security monitoring and safe update management protect your GPU workloads

Get More from Your GPUs

Smart placement technology maximizes utilization through intelligent sharing and partitioning.

Isometric GPU chip illustration

Vantage unifies Slurm and Kubernetes into a single, chip‑agnostic control plane.

NVIDIA Inception Program member badge

Powered by NVIDIA
and Open Source

Vantage Compute, an NVIDIA Inception program member, is building the future compute layer with early access to the latest GPU platforms. Point-and-click, script it, or wire it into your stack: same control plane underneath.

AI Research
training & inference
Simulation Eng
multi-node CFD & FEA
HPC Ops
queues, quotas, spend
Platform & Business
network · cluster eng · procurement · PM
Vantage
Security, Access, Control
UICLIAPI
Slurm
gpu-prod · AWS
512 × H200
Kubernetes
inference · Google Cloud
autoscale 0 → 128
SlurmKubernetes
hybrid · Azure
federated scheduling
Slurm
on-prem · datacenter
burst to cloud
every team · every cluster · every workload

Provision clusters, manage schedulers, and track spend from one dashboard.

Operational Intelligence

Complete Cluster
Control

Via UI, CLI, or API.

Clusters across AWS, GCP, Azure, LXD, and on-prem in Vantage

Cluster Management

Track every GPU and job across clouds. Drive utilization up and catch node health issues fast across Slurm and Kubernetes.

Distributed training jobs across every cluster in Vantage

Training Landscape Visibility

Every distributed run in one view: NVIDIA NeMo, Kubeflow Trainer, Slurm batch, and sweeps, with GPU counts, runtimes, and queue position across clouds.

Run NeMo recipes end to end: pretraining, SFT, and alignment, with checkpoints and evals tracked alongside every other job.

Scheduler management on a Kubernetes cluster in Vantage

Scheduler Visibility

Identify queue hotspots instantly. Optimize job packing to run more models on the same silicon.

VCU spend breakdown by team in Vantage

Cost Governance

Attribute infrastructure spend to specific users. Enforce strict quotas and audit usage in real-time.

Permission group detail with granular permissions in Vantage

Zero-Trust Security

Manage policies at the workload level. Integrate with your IdP for granular, audit-ready permissions.

JupyterLab running on a Vantage GPU cluster with live GPU resource panels

Secure Notebooks, Remote Desktops, and More

Launch JupyterHub, Ray, Kubeflow, or Spark in seconds. Access Slurm, start coding, not configuring.

NVIDIA NIM catalog in Vantage

NVIDIA Ecosystem

Launch any NVIDIA NIM, NVIDIA Blueprint, or Hugging Face model directly from Vantage. Pull straight from NGC or the Hub, pin to an immutable digest, and serve it on your own clusters.

One Platform

Built For Every Workload

Run notebooks, batch jobs, and large-scale simulations on a single platform spanning AI, HPC, quantum, and enterprise compute.

AI Researcher @Life Sciences
Launch experiments instantly, no IT provisioning required.
PhD Student @HigherEducation
Run complex simulations via a simple, no-code interface.
AI Engineer @Automotive
Automate hybrid orchestration via CLI, API, or UI.
Simulation Lead @Aerospace
Scale multi-node jobs with zero license friction.
HPC Systems Admin @National Lab
Monitor jobs, queues, and health in a single view.
AI Researcher @Life Sciences
Launch experiments instantly, no IT provisioning required.
PhD Student @HigherEducation
Run complex simulations via a simple, no-code interface.
AI Engineer @Automotive
Automate hybrid orchestration via CLI, API, or UI.
Simulation Lead @Aerospace
Scale multi-node jobs with zero license friction.
HPC Systems Admin @National Lab
Monitor jobs, queues, and health in a single view.
Systems IT Mgmt @Manufacturing
Unify hybrid compute under one control plane.
Operations Manager @FinTech
Track real-time usage and spend by team.
Procurement Director @Energy
Maximize GPU efficiency and eliminate budget waste.
CAD Engineer @Semiconductor
Ensure license availability, zero denials, zero overspending.
Systems IT Mgmt @Manufacturing
Unify hybrid compute under one control plane.
Operations Manager @FinTech
Track real-time usage and spend by team.
Procurement Director @Energy
Maximize GPU efficiency and eliminate budget waste.
CAD Engineer @Semiconductor
Ensure license availability, zero denials, zero overspending.
Our Blog

Insights & Updates

From the team building Vantage Compute, the modern compute layer for AI, HPC, and quantum.