AI is super important for mobility. I guess all the mobility professionals would agree with. And I can, take out a lot of friction, especially in the low mobility processes, beat automating repetitive routine tasks such as, I don't know, document tracking and, take it one step further. We could use or leverage AI to engage in predictive analysis to help us better plan.