The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 02, 2026

Filed:

May. 24, 2024
Applicant:

Quanata, Llc, San Francisco, CA (US);

Inventor:

Kenneth Jason Sanchez, San Francisco, CA (US);

Assignee:

QUANATA, LLC, San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60W 40/08 (2012.01); A44C 9/00 (2006.01); B60W 50/00 (2006.01); B60W 50/14 (2020.01); G01S 19/42 (2010.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); H02J 7/00 (2006.01); H02J 7/02 (2016.01);
U.S. Cl.
CPC ...
B60W 40/08 (2013.01); A44C 9/0053 (2013.01); B60W 50/0097 (2013.01); B60W 50/14 (2013.01); G01S 19/42 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); H02J 7/00032 (2020.01); H02J 7/0042 (2013.01); H02J 7/0047 (2013.01); H02J 7/02 (2013.01); B60W 2040/0836 (2013.01); B60W 2040/0845 (2013.01); B60W 2040/0872 (2013.01); B60W 2540/221 (2020.02); B60W 2540/24 (2013.01); B60W 2540/26 (2013.01);
Abstract

A method for predicting risk exposure can include receiving a set of data collected via a smart ring. The method also can include analyzing, via a trained machine learning (ML) model, the set of data collected via the smart ring to determine whether the set of data collected via the smart ring (a) represents an impairment pattern or (b) correlates to a high-risk pattern, wherein at least one of the impairment pattern or the high-risk pattern correlates to a risk exposure. The method for predicting risk exposure further can include generating a notification to alert a user of the risk exposure. Other embodiments are disclosed.


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