Abstract: Systems and methods for using an artificial intelligence-based technique for automatic generation of travel and dining reviews are provided. The method includes: receiving a request for a review of an entity that provides a service to a user; applying a first artificial intelligence (AI) algorithm to the received request in order to generate the review of the entity; and outputting the review of the entity. The entity provides either or both of a travel-related service and a dining-related service, and as such, the entity may include a restaurant or a hotel. The AI algorithm may use a large language model and/or may be trained such that the review has a style and a tone of a Zagat review.

Abstract: In some aspects, the techniques described herein relate to a method including: receiving, from a user interface, input travel data; providing the input travel data to a machine learning engine as input to the machine learning engine; receiving, as output from the machine learning engine, predictions of travel services, where the predictions of travel services are based on the input travel data; formatting a digital itinerary including the predictions of travel services as line-item recommendations for the user on the digital itinerary; and presenting the digital itinerary to the user via the interface.

Abstract: Systems and methods for using an artificial intelligence-based technique for automatic generation of travel and dining reviews are provided. The method includes: receiving a request for a review of an entity that provides a service to a user; applying a first artificial intelligence (AI) algorithm to the received request in order to generate the review of the entity; and outputting the review of the entity. The entity provides either or both of a travel-related service and a dining-related service, and as such, the entity may include a restaurant or a hotel. The AI algorithm may use a large language model and/or may be trained such that the review has a style and a tone of a Zagat review.

Abstract: The invention relates to systems and methods that implement an interactive contractor dashboard. An embodiment of the present invention is directed to aggregating contingent labor data (firm-wide and globally) into a single consolidated infrastructure from multiple data feeds and systems. Once the data is aggregated, an embodiment of the present invention may apply entitlements, reduce the dataset accordingly and dynamically provide a customized interactive interface where the user may generate reports and access analytics for one or more contractors associated with the user.

Abstract: The invention relates to a method and system that implements an interactive supplier dashboard. A system comprises: a memory interface; an interactive user interface; and a supplier processor programmed to: receive, via the interactive user interface, a supplier identifier associated with a supplier; identify one or more sources of supplier data using the supplier identifier; aggregate data from the one or more sources of supplier data; pre-stage the aggregated data for the interactive supplier dashboard; and communicate, via the interactive supplier dashboard, the aggregated data for the supplier; wherein the interactive supplier dashboard comprises a plurality of segments of a circular graphical interface. The plurality of segments comprise spend segment; sourcing and procurement segment; risk and control segment; performance and health segment; hosted applications segment; channel compliance segment; relationship management segment; and third party oversight segment.

Abstract: The invention relates to systems and methods that implement an interactive contractor dashboard. An embodiment of the present invention is directed to aggregating contingent labor data (firm-wide and globally) into a single consolidated infrastructure from multiple data feeds and systems. Once the data is aggregated, an embodiment of the present invention may apply entitlements, reduce the dataset accordingly and dynamically provide a customized interactive interface where the user may generate reports and access analytics for one or more contractors associated with the user.