
The persistent failure of traditional marketing automation to address fragmented consumer behavior has finally reached a breaking point, necessitating a fundamental departure from rigid logic toward autonomous intelligence. For decades, the marketing technology sector operated on the assumption that a customer journey could be mapped and controlled through a series of “if-then” sequences. However, the sheer volume of digital touchpoints










