ITQonnect Days & ITQon! 2026

AI infrastructure is moving beyond simply hosting models. The next generation of platforms must support complete AI systems: model serving, intelligent routing, shared inference services, agents, tools, memory, and isolated execution environments.
In this session, we take a look behind the curtain at where VMware Private AI Services (PAIS) is heading. We will introduce the new VMware AI Factory initiative, walk through the PAIS Model Runtime 4.0 architecture, and show how its components work together to provide models as a scalable platform service.
We will then expand the view beyond model inference and examine VCF as a platform for agentic workloads. We will look at where agents run, how they consume shared model endpoints, why agents need isolated execution environments, and which infrastructure services are required to support them.
The goal is to connect the individual technologies into one architectural picture and show how VCF, PAIS, and the VMware AI Factory fit together as the foundation for enterprise AI.