Modeling customer behavior for segmentation in banking

There are 5 interesting buckets to model a banking customer

1. Risk variables

2. 6 month behavior

3. Product holdings

4. Revenue generated from Interest vs Other service charges

5. Channel interaction behavior

An indicative attribute model from a business point of view is attached