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:
Apr. 14, 2025

Filed:

Jan. 23, 2024
Applicant:

Tekion Corp, Pleasanton, CA (US);

Inventors:

Nitika Gupta, Bengaluru, IN;

Ved Surtani, Bengaluru, IN;

Justin Alexander Chi-Young Hou, Pleasanton, CA (US);

Assignee:

Tekion Corp, Pleasanton, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/20 (2022.12); G06N 20/00 (2018.12);
U.S. Cl.
CPC ...
G06Q 10/20 (2012.12); G06N 20/00 (2018.12);
Abstract

A device receives current vehicle data that describes a current state of each of a plurality of components of the vehicle. The device accesses historical data describing prior services previously performed on the vehicle and applies the current vehicle data and the historical vehicle data to a trained machine learning model to obtain a set of recommended services, where the model was trained using labeled training data associated with additional vehicles having a threshold similarity to the vehicle. The machine learning model is trained to output a set of recommended services to be performed for a given vehicle based on inputs of given current vehicle data and given historical vehicle data for the given vehicle. The device outputs for display the set of recommended services to be performed on the vehicle to a user.


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