In a large skillet, cook the ground beef and onion until the ground beef is no longer pink and the onion is tender. Drain.
Add the red enchilada sauce, black beans, diced tomatoes, corn, and olives. Bring the mixture to a boil and simmer on medium for 3-5 minutes or until the sauce starts to thicken. Add in cheddar cheese and stir until melted.