Use Cases

One Control Plane. Every Workload.

How teams run AI training, inference, simulation, life sciences, research computing, and regulated workloads on Vantage Compute.

Top Use Cases

Built for the work, not the stack.

Share training GPUs across teams on hardware you own, with one identity and spend tracked per team.

Serve open models on clusters you control, pinned to an exact version from an approved registry.

Run CFD, FEA and EDA on Slurm as you do today, and add capacity without rewriting a script.

Docking, molecular dynamics, cryo-EM and genomics pipelines run where the data already lives.

Fair-share GPUs, self-service notebooks and chargeback you can show leadership, for universities and labs.

Your models, your hardware, your jurisdiction: identity, policy and audit enforced before a job runs.