I think it would be nice to have something what i would call a bysight consensus. The other thing is, they are already working on this canvas platform. And we have like an internal developer who is working with their team to scale this scoring mechanism that i have just mentioned through a piten annabld wet platform. I'm curious, juseppe, if there's anything that you think is lost in the process of outsorcing some of this model up dating? Another way of asking it would be, you know, if you'r up dating these things manually. Does that give you some sort of felt sense for the business that you can't get just by looking at the

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