
The transition from rigid, rule-based workflows to self-optimizing neural networks has fundamentally rewritten the playbook for how brands interact with digital consumers across the modern landscape. Historically, marketing automation functioned as a digital conveyor belt, executing pre-defined tasks with little regard for the shifting nuances of human behavior. Today, however, the integration of Artificial Intelligence has catalyzed a shift from










