Development of Telematics Safety Scores in Accordance with Regulatory Compliance

The paper introduces a neural network–GLM ratemaking framework using telematics-based safety scores that complies with discount-only regulation, improving prediction while addressing insurer pricing challenges and policyholder selection effects.