Systems and methods for AI-based detection of delays in a shipping network

US11551182B2 · kind B2 · utility

Assignee

• CONVEY, LLC · US

Inventors

• John C. Newell · Austin, US
• Samuel Thomas Weston Butler · Austin, US
• Anna Leigh Bourland · Austin, US
• Sebastian Kuruvilla Karivelithara · Austin, US

Key dates

• Filing date: Sep 22, 2020
• Grant date: Jan 10, 2023
• Expiry date: Sep 22, 2040

Classification

• Technology area (CPC G): Physics
• CPC primary: G06Q10/0838
• WIPO field: IT methods for management
• WIPO sector: Electrical engineering

Abstract

Embodiments provide systems, methods and computer program products for artificial intelligence-based detection of delays in a shipping network that include training a machine learning model using a training set of in-flight snapshots to infer, based on a set of predictive features, whether a shipment having an estimated delivery dates will meet the estimated delivery date. The machine learning model represents a set of shipment statuses, a set of timings relative estimated delivery dates, and a set of shipment outcomes of the plurality of historical shipments.