Data Is the Foundation
Data Foundation - The underestimated truth
Writing
Decision Intelligence: The Missing Layer Between Marketing Data and Action
Decision Intelligence: The Missing Layer Between Marketing Data and Action
Marketing Modernization: Measurement closes the loop
Marketing without measurement is guesswork with a nice deck.
MMM - Top of the funnel measurement
MMM - Top of the funnel measurement
The Evolution of Decision Intelligence: From Segmentation to Next Best Action to Agentic AI
The Evolution of Decision Intelligence: From Segmentation to Next Best Action to Agentic AI
Marketing Modernization: Where Marketing Science meet Marketing Craft
Modern marketing is a closed-loop system where customer data informs decisions, decisions shape experiences, experiences are activated across channels, and measurement continuously improves the next decision. It brings together marketing science and marketing crafts together. Craft determines what experience the customer actually receives; Science determines who receives it at what point. What has been the transition: From traditional CRM: Build Segment → Send Campaign To modern decisioning: Detect customer context → determine eligibility → predict response/value → choose next best action → personalize →activate. ...