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In this tutorial, the speaker explains how to create an OCR (Optical Character Recognition) application using DataGap. They start by checking if the DataGap master service is running, which involves navigating to the shut programs and confirming the service's status in the server manager. The speaker emphasizes the importance of storing the image files in one location and provides an example of an appointment letter that contains structured information such as name, designation, grade, and joining date. The tutorial then guides users to open the DataGap application wizard in order to create their own OCR application.