What Marketers Must Understand About AI

Why AI fluency is structured strategic thinking, not shortcutting the work.

In the Ctrl+M series, I examine AI from inside a working marketing organisation: what changes when it becomes part of the team, where it creates real value, and why clear thinking still matters more than fast production.