demand analysis, customer segmentation, churn analysis
Underwriting Beyond Data Enrichment and Machine Learning
We provided the necessary information for the underwriters based on machine learning modeling essentially for, accurate prediction, feature engineering, segmentation of costumers, interpretation, and price elasticity.
index insurance, hedging, time series analysis
Index Pricing in Agriculture Insurance
Index price insurances as alternatives to derivatives in the agricultural market can more conveniently be purchased by farmers as a price risk management tool.
time series analysis, insurance premium calculation
Insurance for high-risk commodities
We studied the feasibility of introducing insurance contracts for shrimp in Indonesia. The project is the first of its kind in the world, to use actuarial techniques to provide educational knowledge of shrimp insurance.
customer clustering, credit rating, automated expert advisory
Automated Advisory Car Insurance
The project has designed an advisory system using AI and machine learning methods to replicate the opinion of the experts in the can insurance department.
