Health Fund – Dental Risk Analysis and Prediction

Context: A healthcare fund with a significant historical dataset of dental claims needed to improve its ability to forecast future costs.

Objective: To analyze spending dynamics, predict future risk, and support pricing and long-term sustainability decisions for the healthcare plan.

Key Activities: Exploratory analysis of claims data
Feature engineering on demographic and historical data
Development of segmented predictive models
Creation of indicators and dashboards for management

Outcome / Value: Improved forecasting of future costs and enhanced control over insurance risk.