Big data analysis has revolutionised many areas of modern life — from healthcare, to politics, to sport — yet not so far the property insurance market. That looks set to change. “The insurance industry has been a little of a hold out,” says Lori Sherer, head of the advanced analytics practice at management consultancy Bain, but “is now on the brink of innovation”.