Oakmont Bank develops a logistic regression credit scoring model and a gradient boosting model to predict small business loan defaults. The logistic regression achieves an AUC of 0.73, while the gradient boosting model achieves an AUC of 0.84. The regulator requires full model explainability for capital calculations under the IRB approach. Which approach is most appropriate?