Modern organizations are shifting toward geo-distributed AI operations to manage fragmented compute resources effectively. The k0smos stack integrates k0s, k0smotron, and k0rdent to provide a unified, Kubernetes-native infrastructure capable of handling complex multi-cluster orchestration across disparate environments.