This taxonomy of marketing functions can guide implementation of artificial intelligence from machine learning to generative AI. Enablement proceeds from Interpretation (research and analytics) to Direction (strategy and tactics) to Optimization. Engagement involves Creation of personalized products and services that drive customer Connection. AI implementation can proceed in either direction.
