Clv Vector Magic Now

When a new event occurs (purchase, cancellation, ticket), the customer’s vector is updated via a lightweight online method (e.g., contextual bandit embedding). CLV prediction refreshes immediately.

Train a regression head on top of the customer vectors to predict future CLV (e.g., 12-month NPV). This captures non-linear interactions across features automatically. clv vector magic