Abstract: Embodiments of the present invention provides a micro-moment or nuanced personalization eco-system for a user interaction with an entity via any channel. The system first preforms a gauge of the user's level with personalization of interactions and channels via rule set and clustering analysis. System then inputs and creates a forecasted algorithm for the user personalization. The invention further utilized micro-movement capture to identify micro changes to user visualization and conforms presentations based on the micro-movements. The invention further provides a backend feedback loop model to identify personalization levels for each user.

Abstract: Systems, computer program products, and methods are described herein for context-based data aggregation and presentment. The present disclosure is configured to receive, from a user input device, a user input triggering data aggregation and presentment from a first user interface; initiate semantic parsing of information associated with the first user interface using natural language processing algorithms; capture contextual information associated with the first user interface based on at least the semantic parsing; determine one or more sources of network data based on at least the contextual information; retrieve information from the one or more sources of network data; and display, via a second user interface, the information from the one or more sources of network data on the user input device.

Abstract: Embodiments of the present invention provides a micro-moment or nuanced personalization eco-system for a user interaction with an entity via any channel. The system first preforms a gauge of the user's level with personalization of interactions and channels via rule set and clustering analysis. System then inputs and creates a forecasted algorithm for the user personalization. The invention further utilized micro-movement capture to identify micro changes to user visualization and conforms presentations based on the micro-movements. The invention further provides a backend feedback loop model to identify personalization levels for each user.

Abstract: Embodiments of the invention are directed to system structured for integrating a plurality of electronic communication channels associated with the user, such that the user can utilize disparate electronic communication channels via a central user application. The system is configured to construct a dynamic integrated interface in real-time structured for performing electronic activities associated with user electronic communications and records in an integrated manner from a single interface. The system is also structured for presenting one or more graphical user interface (UI) elements associated with one or more resources at the central user interface. The system is also structured for, in response to determining a first user activity, in real-time, dynamically modifying the one or more graphical UI elements presented at the central user interface.