I agree, caravans get raided so often mid-late game, they hardly ever make their money back. And my workshops don't give much, even when placed in supposedly good towns and producing the right goods. Maybe I need to try to get them producing other things but most of mine vanished when all empire factions declared war against me.

mount and blade 2 caravan not making money