Abstract: Robotic process automation (RPA) bot flows may be modified in the event the RPA bot flows fail to successfully complete. The RPA bot flows may be modified based on user inputs, or the RPA bot flows may be modified based on similarities to other RPA bot flows that may include similar operations. In some embodiments determinations as to similarities to other RPA bot flows are made using a neural network. In some embodiments determinations as to similarities to other RPA bot flows are made using image analysis.

Abstract: User selection of software application programs (“apps”) may be assisted by prompting a user, in response to initial selection of a particular app, with suggestions as to other potential apps that may be used. A decision as to selection of the app to be used may be left with the user. The suggestions may be provided in response to the user selecting an app or accessing a subscription page for an app.

Abstract: A system associates objects in a video with metadata; wherein the system contains an unlocking module for unlocking the video by breaking up objects in the video, tracking the objects through the frames, and associating the objects with keywords and metadata. Users including consumers, advertisers, and publishers suggest objects in the video for a tagging module to link to advertisements. A feedback module tracks a user's activities and displays a user interface that includes icons to objects that the tracking module determines would be of interest to the user.