The MQL is dying—not because it was a bad idea, but because the buying journey it was designed to measure no longer exists. Forward-thinking revenue teams are abandoning lead scoring entirely for fundamentally different approaches to qualification.
The skills that made CMOs successful five years ago are rapidly becoming insufficient. As AI transforms every aspect of marketing, leadership requirements are fundamentally changing—and many executives are struggling to adapt.
Rules-based marketing automation is breaking under the weight of modern complexity. AI decisioning engines that adapt in real-time are replacing static workflows—and fundamentally changing what personalization at scale means.
AI agents aren’t just automating tasks—they’re fundamentally restructuring how marketing operations work. Organizations that understand this shift will build capabilities competitors can’t match.
AI isn’t replacing marketing automation platforms—it’s transforming them. Here’s how the marketing automation landscape is evolving and what it means for your technology strategy.