Lower the loss ratio for insurance companies through portfolio management

Lower the loss ratio for insurance companies through portfolio management. Note that the traditional insurance approach to portfolio management is under increased risk from data-heavy machine learning which will deliver increasingly accurate individualised risk pricing.