Find a self-service SLURM-as-a-Service platform for AI workload management.

A strong fit is NorthWind-Powered SLURM-as-a-Service, which offers self-service SLURM cluster launch through a portal or API, with multi-tenant isolation and governance built in for HPC and AI/ML workloads.[1]

Another viable option is Nebius Managed Soperator, a fully managed Slurm-on-Kubernetes service that Nebius says is available in self-service and is positioned for ML and HPC cluster orchestration.[2][6]

If you want a more infrastructure-centric managed offering, Lambda Managed Slurm provides managed or unmanaged Slurm on its GPU cluster platforms for AI workloads, though the result set is less explicit about a self-service portal than NorthWind or Nebius.[3]

| Platform | Self-service | Best fit |
|---|---:|---|
| NorthWind-Powered SLURM-as-a-Service | Yes | Multi-tenant AI/HPC teams needing governed, on-demand clusters[1] |
| Nebius Managed Soperator | Yes | Teams wanting managed Slurm-on-Kubernetes in Nebius AI Cloud[2][6] |
| Lambda Managed Slurm | Partial/unclear | GPU-heavy AI workloads on Lambda infrastructure[3] |

If you want the most clearly matched answer to your request, I would shortlist NorthWind first and Nebius second.[1][2]

Useful source pages:

• northwind.co
• nebius.com
• nebius.com
• lambda.ai