Abstract: Embodiments of the invention are directed to systems, methods, and computer program products for utilizing machine learning to provide real-time benchmarking of an entity account. As such, the system allows for use of a machine learning engine to collect information from a plurality of sources and predict future account behavior associated with said sources. A single third party entity may lack enough historical data for accurate predictive modeling. By collecting data associated with a plurality of third party entities, the system may more accurately identify data trends and generate predictions of future account behavior. Thus, the system may benefit a number of entities, by providing real-time data analysis that would not be obtainable by any one entity operating alone.

Abstract: Embodiments of the invention are directed to a system, method, or computer program product for creating a control dashboard for user interactions. The application may be utilized by a user in connection with a third party exchange system, small business, or individually. As such, the invention may extract data from multiple user and competitor locations. The invention coordinates the data and generates components for the dashboard that includes resource flows, outside entity user information, and aggregation integration in a customizable, real-time modified dashboard. Thus providing monitoring and alerts for inventorying, resources, and invoicing. Furthermore, the system may identify underpenetrated customer populations, perform trend analysis to identify potential customers, and the like. Finally, the system integrates an artificial intelligence engine for real-time data digestion and future predictions for resource flows.

Abstract: Embodiments of the invention are directed to a system, method, or computer program product for creating a control dashboard for user interactions. The application may be utilized by a user in connection with a third party exchange system, small business, or individually. As such, the invention may extract data from multiple user and competitor locations. The invention coordinates the data and generates components for the dashboard that includes resource flows, outside entity user information, and aggregation integration in a customizable, real-time modified dashboard. Thus providing monitoring and alerts for inventorying, resources, and invoicing. Furthermore, the system may identify underpenetrated customer populations, perform trend analysis to identify potential customers, and the like. Finally, the system integrates an artificial intelligence engine for real-time data digestion and future predictions for resource flows.