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Computer systems, methods, and non-transitory computer-readable storage devices for generating proactive advisor recommendation using artificial intelligence

Grant US12579218B2 Kind: B2 Mar 17, 2026

Assignee

Royal Bank of Canada

Inventors

Vishal Rakesh Jaiswal, Shashwat Regmi, Sujina Bhadravathi Halesh, Jason Fernandes, Matthew Sherman, Manish Shah, Venkatesh Loganathan, Aharon Kagedan, Lior Velichover, Martin Wildberger, Michael Palmer

Abstract

Computer systems, apparatuses, processors, and non-transitory computer-readable storage devices configured for executing a method for generating proactive advisor recommendation using artificial intelligence. The method has the steps of: partitioning a plurality of clients using a clustering model based on data of the plurality of clients for clustering the plurality of clients into a plurality of client clusters; classifying the clients of at least a first client cluster of the plurality of client clusters into a plurality of client classifications by using one or more random-forest classifiers; and generating financial recommendations for the clients of at least a first client classification of the plurality of client classifications.

CPC Classifications

G06F 18/23213 G06Q 40/02 G06Q 40/022

Filing Date

2023-08-23

Application No.

18237191

Claims

17