Project Demo · Customer Stratification
Customer Segment
Classifier
A nearest-centroid model trained on 220 synthetic customers. Adjust the sliders to classify any customer in real time — inference runs entirely in your browser, no server call.
Customer Distribution · 220 customers
ChampionsAt-Risk LoyalistsPromisingInactive
Customer Attributes
Classification
Promising51% confidence
New and growing fast
Champions
14%
At-Risk Loyalists
17%
Promising
51%
Inactive
17%
Action: Onboard well, surface complementary products.
Nearest-centroid · Client-side · No server call