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:
Sep. 30, 2025
Filed:
Jan. 28, 2021
Accenture Global Solutions Limited, Dublin, IE;
Abhijit Kumar, Bangalore, IN;
Amartya Ray, Mumbai, IN;
Arvind Maheswaran, Bangalore, IN;
Pratap Simha, C. S, Karnataka, IN;
Ravikant Singh, Ambernath East, IN;
ACCENTURE GLOBAL SOLUTIONS LIMITED, Dublin, IE;
Abstract
An Artificial Intelligence (AI) based delivery time estimation system employs a plurality of delivery time estimation models or actual time of arrival (ATA) estimation models to provide ATA estimates for shipments. Each of the ATA estimation models is trained on historical data from a plurality of external data sources to generate an ATA estimate for a given delivery route via a specific delivery mode. The ATA estimates are generated based on current data retrieved for a shipment from the external data sources. The time series data sets retrieved from the external data sources for the historical data and the current data are transformed into corresponding categorical data. The categorical data is converted into binary data to be provided to the plurality of ATA estimation models for training purposes or to a trained, selected ATA estimation model for generating an ATA estimate.