Audience Graphs
Retail Analytics
Your AI Decisioning System Is Answering the Wrong Question
Causal not correlation will work for decisioning. predictive patterns dressed up as action levers, and acting on them as if they were causal is how marketing budgets get wasted at scale.
Composable CDP
Composable Audience Graphs 101
How to build identity + enrichment + signals + activation + measurement without getting trapped in data vendor models Your media team just spent $50K scaling "AI" audiences… and a chunk of that spend chased people who had already bought. Your suppression lists are stale. Meta is crushing it, Google