AI-Augmented Marketing Operations

Marketing operations is entering its biggest transformation since the rise of marketing automation. This framework introduces a practical operating model for designing AI-enabled marketing systems where AI increasingly owns execution while humans remain responsible for judgment, governance, and strategy.