I'm an actuary - from your site bio it appears you may be as well. As you know, P/C insurance carriers have been using machine learning for quite some time. What is it that you are doing differently?
Appreciate the question jndsn. My background is in statistical learning itself, though I have a long experience in P&C insurance. In short I'd say "using machine learning" is not one thing and varies significantly in approach, quality of application, etc.; there's a variety of things we're adding that explain why our software provides a 3-4 point loss ratio improvement for our first customers that would be too long to explain via post here. If you're interested in getting involved and/or learning more I'd encourage you to apply via the instructions listed at the bottom of the links above.
sultan1919|7 years ago