Is there any other method for exporting data from Microsoft Application Insight other than 'Continuous Export' ? Any server side API for Application Insight for our resource on Azure that can be consumed.
No, Continuous Export is the only supported way at this time. Please continue checking Application Insights blog from time to time for new feature announcements.