If you've noticed in the finances screen, there is a category called "King's Purse". This seems to be a flat rate of cash you get every turn, regardless of farming, taxes, or trade setup. It varies from faction to faction, and may well vary with difficulty level also. I have no idea if it varies for the same faction when controlled by the player or the AI.