
Markivis: Architecting the Judgment That AI Cannot Manufacture
Every industry eventually meets the moment when its hardest skill becomes its cheapest commodity. For decades, the ability to produce competent marketing content and execute campaigns at scale was a genuine competitive advantage, guarded by budget, headcount, and specialized production




