
Boardrooms wanted growth that scaled without guesswork, so CRM matured from batch emails to machine-guided conversations that learn from every click, view, and purchase to decide what to say, where to say it, and when engagement is welcome rather than intrusive. Commerce teams now face a choice: bolt AI onto fragile foundations or rebuild CRM so automation, data, and consent










