Heat the olive oil in a large Dutch oven or saucepan (do not use cast iron or aluminum) over medium-high heat. Add the onions and carrots; sautè until the onions are translucent.
Add the remaining ingredients and stir well. Bring just to a boil, lower heat, and simmer uncovered for 30 minutes or until desired thickness. Remove the bay leaf.