Business Need
The client faced low customer retention and missed sales opportunities due to outdated dashboards and limited analytics. To drive smarter selling, they needed to:
- Identify top, lost, and inactive customers
- Analyze churn patterns and buying behavior
- Forecast sales using machine learning
- Factor in macroeconomic trends
- Segment customers for targeted marketing
- Shift from basic reporting to predictive insights