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Stephanie Li: Data is undergoing that transformation now, and it should have the same you're right. The user is not an i t style, like reactive relationship. And then everyone feels constraind it's here is a product. This is what you get. There will be releases every week, quarter day, whatever it is. And we have to aggregate the needs of all stake holders and ship this out as a product. But only the true cream of the crop companys that i work with model data in this way.