US 12,229,646 B2
System and method for initiating a completed lading request
Joseph Charles Dohrn, Woodland Park, CO (US)
Assigned to Hammel Companies Inc., Pittsburgh, PA (US)
Filed by Hammel Companies Inc., Pittsburgh, PA (US)
Filed on May 20, 2022, as Appl. No. 17/749,773.
Application 17/749,773 is a continuation of application No. 17/313,263, filed on May 6, 2021, granted, now 11,392,857.
Prior Publication US 2022/0358407 A1, Nov. 10, 2022
Int. Cl. G06N 20/00 (2019.01); G06Q 10/0835 (2023.01); G06Q 10/0875 (2023.01); G06Q 50/40 (2024.01)
CPC G06N 20/00 (2019.01) [G06Q 10/08355 (2013.01); G06Q 10/0875 (2013.01); G06Q 50/40 (2024.01)] 20 Claims
OG exemplary drawing
 
1. A system for initiating a completed lading request, the system comprising a computing device, wherein the computing device is configured to:
obtain a lading request from a client device;
identify a communication detail datum of the lading request using a language processing module;
identify a demarcation time of the lading request, wherein identifying the demarcation time includes:
receiving training data correlating lading requests to demarcation times;
training a demarcation machine learning model iteratively with the training data;
detecting associations between the at least a language element and the language processing module, wherein the demarcation machine learning model determines a significance of the at least a unit identifier data as a function of the associations; and
determining a demarcation time as a function of the demarcation machine learning model;
retraining the demarcation machine learning model by iteratively adding outputs of the demarcation machine learning model to a logical route correlating to a scoring function; and
determine the logical route as a function of the communication detail datum and the demarcation time of the lading request; and
initiate a completed lading request as a function of the logical route.