Customer churn model is a tool that identifies soon-to-churn customers and provides explanations for churning. Besides churn prediction, the solution offers valuable insights into the decision-making processes of the predictive model. Marketing managers can obtain detailed information regarding the factors influencing the predictions for individual customers and enabling them to create highly personalized offers tailored to their unique needs and preferences.
Why?
- Identify customers with high churn probability
- Identify behavior trends which lead to customer churn
- Build customer trust and loyalty
Useful for
- Marketing
- Customer relations
- Sales
Churn Example
Produkt je zasnovan tako, da na podlagi preteklih trendov, vedenja strank in zunanjih dejavnikov napoveduje verjetnost odliva strank. Metode in oblike so prilagojene zahtevam poslovnega procesa.
Roles
- Director of Marketing
- Marketing Manager
- Head of Sales
- Campaign Manager
Industry
- Banking
- Teleco
- Insurance
TOP 5 reasons to churn 55%
- Less credit card transactions compared to previous months
- Soon to repay personal loan
- Low number of products
- Client is younger than 35 years
- Above avarage monthly income
