Solutions - Insurance
The insurance sector carries data processing in its DNA. At Cleverdata, we work with predictive models that allow us to anticipate what is yet to happen.
Compared to traditional statistical modelling, which basically finds linear relationships between a limited number of variables, machine learning techniques allow us to discover patterns in millions of data, even those with non-linear relationships.
Aplicaciones y casos de uso
• Improve actuarial valuation
• Calculate risk premiums based on hundreds of variables
• Detect and prevent fraud
• Prevent customer leakage
• Attract new customers with lead scoring
• Create advanced customer segments
• Define the optimal product portfolio for each segment
• Increase cross-selling and up-selling sales
• Create custom recommendations
• Improve risk calculation
• Increase lifetime value
• Monitor outsourced sales processes
• Prevent complaints and queries.
• Accelerate resolution.
|Prediction of cancellations||Cross-seling||Cross-seling||Risk management||Cross-seling|
|Nationality forecasting||Demand forecasting||Demand forecasting||Delinquency detection||Risk management|
|Occupancy prediction||Basket analysis||Product portfolio optimization||Fraud prevention||Fraud prevention|
|Personalization of the stay||Custom recommendations||Lead Scoring||Lead Scoring||Lead Scoring|
|Customer segmentation||Customer segmentation||Customer segmentation||Customer segmentation||Customer segmentation|
|Optimization of predictions||Optimization of predictions||Optimization of predictions||Optimization of predictions||Optimization of predictions|
|Increase LTV||Increase LTV||Increase LTV||Increase LTV||Increase LTV|
|Prediction of abandonment||Prediction of abandonment||Prediction of abandonment||Prediction of abandonment||Prediction of abandonment|
Campaign optimization - Customer segmentation - Customer retention - Custom recommendations - Cross-selling & Upselling - Demand forecasting
Overbooking management - Customer retention - Custom recommendations - Customer segmentation
Demand forecasting - Cross-selling & Upselling - Lead Scoring - Optimization of promotional campaigns
Prediction of non-payments - Fraud detection - Lead Scoring - Customer retention - Risk Scoring
Risk Scoring - Prediction of abandonment - Prediction of non-payments - Automatic dispatching of operations
Demand forecasting - Lead Scoring - Automatic dispatching of operations