Designing a Real-Time Data Activation Platform Using Segment CDP, Databricks, and Iterable

The first sign our activation stack was failing wasn’t latency or scale. It was when two internal teams triggered conflicting workflows from the same event, and neither system could explain why. That moment made something clear: once multiple teams depend on the same signals, activation stops being a marketing workflow problem and becomes a software architecture problem.