. >> amit, this is a return to public markets you guys went public after 15 years as a public company in 2015 was it easier to make that digital transformation as a private company? do you think that public market investors perhaps less forgiving, less patient to sit by and watch that transformation >> any given day data. i think the transformation that we did, to be honest was done being a private company. we invested $1 billion to build out our new products and build out our platform and build out a.i. and that was just hard to do in a public market. secondly, we went from being a licensed company to being pretty much a subscription company and it takes all of the pressure off the p & l and we were able to do that outside of the public eye of course, as we are building these partnerships we are investing ahead of the curve and all of that investment gives us flexibility when you're private and as we finished all of these transformations we felt great about coming out now and as we stand here today >> yeah. investors are getting to take a fresh look now without arguably the market be