AI is moving from side experiment to system-level design.

In this episode, we unpack what it takes to shift from scattered AI pilots to disciplined, scalable production and why new structures, clearer governance, and human oversight are now non-negotiable. As agentic workflows accelerate and trust in synthetic content wavers, CMOs must think beyond tools and start engineering AI into the core of how marketing runs.