Todoist can be used even when you are offline on the Web, Android, iOS, OS X and Windows. Offline mode is activated automatically when there is no Internet connection.
All the changes you make in the app, will be synced with the server as soon as you have Internet connection again. Please make sure that you stay logged in before going to the offline mode. Otherwise, you will not be able to log in to the app while being offline.