We desired to reconstruct our infrastructure to be able to seamlessly deploy models when you look at the language these were written
Stephanie: pleased to, therefore on the previous 12 months, and also this is style of a task tied up to the launch of our Chorus Credit platform. It really gave the current team an opportunity to sort of assess the lay of the land from a technology perspective, figure out where we had pain points and how we could address those when we launched that new business. And thus one of many initiatives that people undertook had been entirely rebuilding our choice motor technology infrastructure and then we rebuilt that infrastructure to guide two primary objectives.