Running AI Workloads Across NVIDIA, AMD, and Multiple Clouds Without Refactoring

The default path for most AI teams today is single-vendor, single-cloud: pick NVIDIA, pick AWS (or GCP, or Azure), and build everything around that stack. It works until it doesn't — hyperscaler credi