G7 EasyFlow Tech Circle

Nov 24, 2021 · Artificial Intelligence

How G7 Tackles Truck Underwriting Risk: Modeling Challenges & Solutions

This article outlines G7's early-stage exploration of truck underwriting risk modeling, detailing data foundations, modeling objectives, key challenges such as target diversity and claim randomness, and proposes practical solutions across data sampling, feature engineering, model structure, and regionalization to improve risk assessment.