Systems and methods for enhanced system response and analysis based on artificial intelligence (ai) and real-time mental state analyses

Abstract

Systems and methods for enhanced system response and analysis based on artificial intelligence (AI) and real-time mental state analyses. An example method includes receiving a request associated with a user, the request being received from a subscriber system, with an individual subscriber system being associated with a back-end of a first application or web service executing on a user device, and with the request being indicative of a request for behavioral response information. A user profile indicative of the user's mental state is accessed, the user profile aggregating disparate historical information associated with the user, and the user profile being clustered within a multi-dimensional feature space. Real-time information is aggregated within a threshold window of time, the real-time information being obtained via a second application executing on the user device, the second application analyzing data derived from sensors and/or user interactions with the user device, and the second application forming the real-time information based on the analyses. The request is responded to based on the user profile and real-time information.