I definitely think that there's an element of this migration that was really kind of proof proof that we can do it while we were trying. We knew that we had this this check I knew that we had this change coming for our new pricing structure at GetGround. And that we were going to have to overhaul a number of different assets from things on our kind of North Star Metric side on, like, our revenue tracking in particular. We knew we were going to want to change the way that we were managing our customer subscriptions for our SaaS revenue in particular and a few other areas as well. And for me, was a case. And if I don't try and get this done now, I don't see any period in this role in a high growth company, in a high, like, iteration product based company that we're gonna get the almost down tools grace to do this again. Yeah. And I didn't see the ability to do this with another BI tool. I'm sure there are others, but I didn't immediately see another BI tool that I felt confident in. My ability to be able to do this more iteratively, like Cam offered, and to work alongside yourself and the rest of the team as well with the professional services was actually really, really good. I've never used it before.