The Art and Science Combination of Statistics and Machine Learning AI

We have millions of active customers. We, at any point in time, have a quarter million active SKUs and they keep on recycling. A lot of the styles that are not appropriate for the customer that is not high match course is already pre-filtered out by the algorithm. See, algorithm gives the stylists like, here are the top ranked things that we know are perfectly matched with the customer input, their desires and all. And they are able to very quickly, hence, you know, move forward there. The other aspects is this is there. We're also using generative AI from a large language model perspective. So it's really where the art and science combination of statistics