Terradev – End to end multicloud GPU provisioning with spend attribution

Summary: Terradev provides multicloud GPU provisioning using declarative infrastructure-as-code, deploying across 11 clouds with Kubernetes and Helm integration. It offers detailed GPU spend attribution across clouds, environments, and teams, with automated optimization and anomaly detection.

What it does

Terradev generates Kubernetes configurations, provisions GPUs via Helm, and integrates with Karpenter to enable BYOAPI multicloud GPU workflows. It tracks costs and usage across AWS, GCP, Azure, and specialized providers, covering environments like HuggingFace Spaces, Kubernetes, and bare metal.

Who it's for

It targets ML teams managing multi-region, multi-cloud GPU deployments requiring cost attribution, compliance, and high availability.

Why it matters

Terradev solves inefficiencies from single-cloud workflows and sequential provisioning by providing comprehensive cost visibility and automated optimizations across the full ML lifecycle.