Yes, It means :
We are likely to be rich very soon .
I think the next step in Dave's tuition would be to ask whether you know what "never" means.
By the way, "very soon" is not implied in "going to". For example, "We're all going to die." That's a true statement, and it says nothing about when we'll die.