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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.

Patent No.:

US 11790304 B1

PDFFull Text
Date of Patent:
Oct. 17, 2023

Filed:

Jun. 28, 2021

Models for early detection of delivery defects—expired delivery blocks

Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Chengeng Zeng, Edmonds, WA (US);

Minghao Gai, Kirkland, WA (US);

Leah Autumn Thompkins, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:

Lee & Hayes, P.C.

Primary Examiner:

Emmett K Walsh

Assistant Examiner:

Michael C Moroney

Int. Cl.
CPC ...
G06Q 10/0639 (2023.01); G06Q 10/0835 (2023.01); G06Q 10/0631 (2023.01); G06N 20/00 (2019.01); G06Q 10/109 (2023.01); G06Q 30/018 (2023.01); G01C 21/34 (2006.01); H04W 4/14 (2009.01); G06Q 40/02 (2023.01);
U.S. Cl.
CPC ...
G06Q 10/06398 (2013.01); G01C 21/3407 (2013.01); G06N 20/00 (2019.01); G06Q 10/06313 (2013.01); G06Q 10/06315 (2013.01); G06Q 10/063114 (2013.01); G06Q 10/063118 (2013.01); G06Q 10/08355 (2013.01); G06Q 10/109 (2013.01); G06Q 30/0185 (2013.01); H04W 4/14 (2013.01); G06Q 40/02 (2013.01);
Abstract

A logistics system for managing a network of independent delivery partners may include models to detect delivery defects. The models may generate defect scores for each onboarded delivery partner. The system may collect delivery data to continuously update the models. The updated models may score delivery partners for early detection of delivery defects and determine remediations steps. The system may train one or more models to determine the scores based on a terminating step of the delivery steps. The scores may indicate a likelihood the terminating step was caused by intentional action or by accident. The system may determine remediations steps based on the likelihood of intentional action.

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