AXA, the large global insurance company, has used machine learning in a POC to optimize pricing by predicting “large-loss” traffic accidents with 78% accuracy.

AXA is still at the early stages with this approach  architecting neural nets to make them transparent and easy to debug will take further development  but it’s a great demonstration of the promise of leveraging these breakthroughs.