A curated space where we explore how AI is shaping digital marketing — and how those insights translate into real systems for businesses.

Right now, I’m closely studying the rise of AI twins- digital replicas used for content, marketing, and brand presence. I’m researching tools, evaluating real-world use cases, and testing what’s actually usable for brands and businesses — beyond demos and hype.