Now it's about agents, multi-agent workflows and how to scale AI initiatives beyond proof-of-concept demos. As a Field CTO working with organizations at various stages of their AI journey, I'm seeing a troubling pattern. Everything needs integration with the lowest possible latency while maintaining security and compliance boundaries. Don't implement AI for the sake of having AI initiatives. The infrastructure decisions you make today determine whether your AI initiatives will scale or stall.