As far as I can tell open data is mostly offered as some kind of file download, that contains the complete data set. I'm aware of some Web services, e. g. World Bank API, that allow you to feed a subset of data into your application, but I do know just one real-time open data feed, namely earthquake data from the USGS.
Do you know and have you used any other real-time open data feeds?