Add olive oil, sweet potatoes and tomatoes to a skillet over medium heat, and cook until sweet potatoes are tender and tomatoes burst, about 10 minutes.
Add cauliflower, salt, pepper, and Italian seasoning. Cook until cauliflower is tender, about 5-10 more minutes.