COMPUTER-IMPLEMENTED PROCESS FOR GROUP-BASED MATCH OPTIMIZATION

    公开(公告)号:US20240169425A1

    公开(公告)日:2024-05-23

    申请号:US17989563

    申请日:2022-11-17

    发明人: Anand Menon

    摘要: A computer-implemented method is provided to optimize a group-based match via a probabilistic engine through a computerized network. The computer-implemented method stores, in a borrower database, a plurality of borrower data sets. Each of the plurality of borrower data sets corresponds to one or more predefined borrower requirements for each borrower corresponding to each of the plurality of borrower data sets. Further, the computer-implemented method receives, in a product database at a product entry time, product information for a financial product. The financial product is distinct from other products having other product information stored within the product database. Additionally, the computer-implemented queries, with a group-based matching engine in real-time with the receipt of the product information at the product entry time, a subset of the plurality of borrower data sets with the one or more predefined borrower requirements that are capable of being fulfilled by the financial product.

    Natural language processing system for context-specific applier interface

    公开(公告)号:US11776537B1

    公开(公告)日:2023-10-03

    申请号:US18077227

    申请日:2022-12-07

    摘要: A computer-implemented method is provided to optimize natural language processing of voice interaction data in product/service categorization and product/service application. The computer-implemented method receives, from a voice interaction device through a context discovery interface, user voice data corresponding to a user. Furthermore, the computer-implemented method performs, with an NLP engine, natural language processing of the user voice data to determine a context category. Additionally, the computer-implemented method selects, with an AI engine, one of a plurality of context-specific applier interfaces based on the context category. The computer-implemented method automatically transitions, with the AI engine, to said one of the plurality of context-specific applier interfaces. Finally, the computer-implemented method interacts, via the AI engine, with the user via a voice interaction to initiate the product/service application.