Artificial intelligence has quickly become the most overused phrase in modern marketing conversations. It appears in boardroom decks, vendor pitches, and product roadmaps with a frequency that often exceeds clarity. For many organizations, the narrative is framed as a sweeping transformation: AI will revolutionize marketing, replace legacy systems, and render traditional analytical approaches obsolete. That framing, however, is not only misleading—it’s counterproductive.

