Machine-Learning Driven Data Analysis Based on Demographics, Risk, and Need

Patent №

US 11,720,973

Granted

2023-08-08

Filed 2021

Owner

NAYYA HEALTH, INC.

Lab

AI components

4

ml · nlp · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17401596

A data processing system for recommending insurance plans implements obtaining an electronic copy of demographic information associated with a user; analyzing the demographic information with a first machine learning model to recommend a bundle of insurance policies based on the demographic information, wherein the first machine learning model is configured to group insured people having similar demographics into clusters and to generate the bundle of insurance policies based on predicted medical insurance consumption associated with a respective group into which the model predicts that the first user falls; customizing the recommended bundle of insurance policies based on the demographic information associated with the user to generate a customized bundle of insurance policies; generating an insurance recommendation report that presents the customized bundle of insurance policies to the user; and causing a user interface of a display of a computing device associated with the user to present the insurance recommendation report.

AI classification

Planning1.00
AI hardware0.99
Machine learning0.99
Natural language0.85
Knowledge representation0.22
Vision0.06
Evolutionary computation0.00
Speech0.00

Ownership

NAYYA HEALTH, INC.

assignment · 571850316

Assignors

MAGOON, AKASH, MAGOON, AMAN, BROWN, JOSH ALLEN, CARPENTER, LISA RENEE, CHEHRAZI, SINA

On an employer assignment, the assignors are typically the inventors.

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