Gather all ingredients.

Heat olive oil in a large saucepan over medium-high heat. Sauté tomatoes, bell pepper, onion, mushrooms, corn, and jalapeño until onion is translucent, about 10 minutes. Season with chili powder, cumin, and black pepper.

Stir in black beans, broth, and salt; bring to a boil.

Reduce heat to medium-low. Remove 1 1/2 cups chili to a food processor or blender; purée until smooth.

Stir the bean mixture back into the soup. Serve hot by itself or over rice.