Workflow Automation — Create and Run Workflows

Product Features

Workflow Automation — Create and Run Workflows
You can now create, edit, and manage workflows directly in the platform with full CRUD support. Workflows can also be executed on demand, launching a shell script on a newly provisioned Linux Virtual Machine for faster infrastructure automation.

**CloudStack Support — Open-Source Virtualization Management
**emma now supports CloudStack orchestration, enabling enterprises to provision and manage Virtual Machines and GPU Virtual Machines through open-source virtualization environments. This extends emma’s multi-cloud platform with unified VM lifecycle management across CloudStack and public cloud providers.

**GPU Monitoring — Visibility into GPU Usage
**GPU usage monitoring is now available in emma, giving teams better visibility into GPU consumption and helping improve operational oversight for compute-intensive workloads.

Allocation Optimizer for Kubernetes Nodes — Smarter Placement Recommendations

Allocation Optimizer now supports Kubernetes nodes, including static and autoscaling group nodes. Teams receive actionable recommendations for better provider and location placement across multi-cloud environments.

**Multi-Cloud Kubernetes Storage — Cloud-Agnostic Persistent Volumes
**You can now use a single cloud-agnostic storage class for Kubernetes Persistent Volumes, while emma automatically maps it to the correct provider-specific storage class. This simplifies storage management across clouds.

Nebius Support — Expanded Cloud Coverage

emma now includes Nebius support, giving teams access to additional cloud capacity for AI and high-performance workloads. This expands deployment options and provides more flexibility when selecting infrastructure across providers.