
The modern marketer operates under a paradox of abundance, navigating a vast sea of powerful technologies and data streams yet still struggling against the relentless pressure to scale personalized content across countless channels. For years, artificial intelligence has promised a solution, yet its most visible applications have remained creative assistants, clever but fundamentally disconnected from the core operational systems where










