Abstract: A processor may receive a data submission made through the UI. The data submission may lack data in at least one blank field provided in the UI for entering information in which no information has been entered. The processor may classify the data submission as having at least one data submission type using at least one machine learning (ML) process. The processor may determine at least one required field for the at least one data submission type. The at least one required field may require information to be entered therein. The processor may determine that the at least one blank field is also the at least one required field. The processor may cause the UI to indicate that the at least one blank field is also the at least one required field.

Abstract: Software video compilers and associated processes of compiling electronic data are disclosed herein. In one embodiment, a software video compiler is configured to identify one or more electronic messages to be compiled. Upon identifying the electronic messages to be compiled, the software video compiler can compile the identified electronic messages into multiple frames of a video. The software video compiler can then provide data representing the video having the frames each containing one or more of the identified electronic messages to be presented to a user on a client device.