Combine caramelized onions, sour cream, goat cheese, and chives in the bowl of a food processor. Process until ingredients are well combined. Season with salt and pepper to taste.
Transfer the mixture to a serving bowl, cover, and refrigerate until chilled, about 1 hour. Serve with chips or vegetables.