Patent · US Active

Triggering a mitigation action based on an artificial intelligence model-based delivery defect prediction

US12412145B1 · kind B1 · utility

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20Claims
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Key dates

Filing dateMar 15, 2022
Grant dateSep 9, 2025
Priority date
Expiry dateJan 8, 2043

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG06N20/00
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

Techniques for triggering a mitigation action based on an artificial intelligence (AI) model-based delivery defect prediction are described. In an example, a computer system determines contextual information associated with a stage of a delivery flow of an item to a delivery location. The computer system generates an input based at least in part on the contextual information and provides the input to an AI model trained to predict delivery defect information at delivery flow stages. The computer system determines, based at least in part on an output of the artificial intelligence model, a predicted delivery defect associated with the stage of the delivery flow. The computer system determining a mitigation action based at least in part on the predicted delivery defect and causing the mitigation action to be performed.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.