Pour the coffee, milk, cream, pumpkin, sugar, vanilla, and pumpkin pie spice into a slow cooker.
Cook on high for an hour.
Mix in Rum Chata and stir well. Turn the slow cooker on low.
Ladle the latte into a mug and top with whipped cream, caramel sauce, and pumpkin pie spice.