Customer lifetime value model for data-driven decision-making

The company needed to better understand the long-term value of its customers and establish a unified Customer Lifetime Value (CLV) framework across the organization. Without a single view of customer value, it was difficult to optimize marketing campaigns, personalize customer interactions, and improve the performance of business channels such as branch offices, telemarketing, and customer service operations.

Baufest designed and implemented a Customer Analytics solution powered by predictive analytics and machine learning to estimate the future value of each customer.

The project began with collaborative workshops involving key business stakeholders to define customer personas and map customer journeys. After assessing data quality, Baufest developed predictive models using machine learning and statistical techniques to calculate Customer Lifetime Value and identify customer behavior patterns. The solution delivered a unified customer view and actionable insights, enabling data-driven decisions across marketing, sales, and customer service.