Engineering the member journey

In this first episode we break down the member journey as an engineered system: the signals worth instrumenting, the moments that decide retention, and why “add more features” is rarely the answer.

In this episode

• The difference between arrival metrics and value metrics
• Why intervention timing beats intervention volume
• Where AI genuinely helps — and where it is theatre