Add the cranberries, apple, and orange to the bowl of a food processor with the blade attachment. Pulse until finely chopped. Scrape down the sides of the bowl and add in the pecans. Pulse again until the nuts are chopped and then pour the mixture into a serving bowl.

Stir in the maple syrup and cinnamon. Taste and add additional syrup or cinnamon if needed. Cover and refrigerate for at least an hour before serving.