Infrastructure-Level Observability for Private AI: On VMware Private AI Foundation

Deploying GenAI securely inside enterprise environments demands more than just serving models- it requires full visibility into system health, resource usage, and application behavior at scale.
That’s why VMware and DKube have extended the VMware Private AI Foundation with NVIDIA to deliver robust, infrastructure-level monitoring and logging for private LLM workflows.
In this demo, we showcase:

• Real-time system metrics collection with Prometheus
• Centralized log aggregation from all services via Loki
• Interactive dashboards and visualization through Grafana
• Alerts, usage trends, and compute monitoring across nodes, pods, and namespaces
• A fully private deployment- no external internet connectivity required

Watch the demo to see how VMware and DKube bring infrastructure transparency and operational control to enterprise GenAI deployments- ensuring reliability, performance, and security at every layer.