Everyone is talking about autonomous AI agents.

But once organizations move beyond prototypes, they quickly discover that the challenge is not intelligence—it is governance, observability, security, ownership, and operational control.

This session explores how cloud-native platforms and Kubernetes can provide the foundation for responsible AI adoption.

Topics include:
Agent architectures in enterprise environments
Observability for AI workloads
Security and governance considerations
Local and sovereign AI deployments
Platform engineering patterns for AI operations
Lessons learned from real-world implementations

Attendees will learn why successful AI adoption depends less on model selection and more on the operational foundations that enable control, transparency, and scalability.

The session provides practical guidance for platform engineers, architects, DevOps teams, and technology leaders building AI-enabled systems in production environments.