I want to transition now and ask you about who is actually leading and driving this work. And I also want to ask you next about enablement team so you can take it there in this response if you want. Who was actually doing this work was that just existing teams and directors across the company or did you put together dedicated groups to focus on this work? You know, for this initiative, we asked some of my VPs to be the exact sponsors. So it was my initiative as CTO, but the VPs really drove each of these pillars.

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