Shannon Michael Potter

US Patent:

20230090740, Mar 23, 2023

Filed:

Jul 28, 2022

Appl. No.:

17/815797

Inventors:

- Houston TX, US
Rob POORT - Spring TX, US
Shannon POTTER - Ringwood NJ, US
Paul BEAVERS - Fulshear TX, US

Assignee:

PCS Software, Inc. - Houston TX

International Classification:

G06Q 10/0833
G06Q 10/04
G06Q 10/0835
G06Q 10/0834
G06Q 10/0832
G06Q 50/30

Abstract:

Systems and methods for determining an estimated time of arrival (ETA) and/or an on-time probability (OTP) metric are provided. For example, a request for an estimated time of arrival for a first load is requested. The request may include or reference scheduled delivery data. The scheduled delivery data may include information about the load and the driver and/or equipment scheduled to deliver the load. For example, driver hours of service information for the scheduled driver may be accessed. In addition, external data may be accessed, such as traffic and weather data. A trained machine-learning ETA model may be used to provide an ETA based on the load data, the external data, and information about the scheduled driver. In addition, a trained machine-learning OTP model may be provided to estimate a probability, based on the received information, of the load being delivered within a delivery window.