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.:
Date of Patent:
Jun. 10, 2025
Filed:
Dec. 13, 2022
Amazon Technologies, Inc., Seattle, WA (US);
Valerie Galluzzi Liptak, Mill Creek, WA (US);
Sourav Kumar Agarwal, Hyderabad, IN;
Tarun Bhatia, Sunnyvale, CA (US);
Amber Roy Chowdhury, Bellevue, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Techniques are described for predicting a future defect and triggering a mitigation action. In an example, a system generates a first input to a causal model based on geographical data associated with a location and area data associated with one or more areas that include the location, and determines a first output of the causal model. The first output indicates a first prediction of a cause of a past defect for a service associated with the location. The system also generates a second input to a predictive model based on the first input and the first output, and determines a second output of the predictive model. The second output indicates a second prediction of a future defect associated with the service. Based on the second prediction, a mitigation action can be performed such that the future defect is prevented.