US 12,264,927 B2
Processing system having a machine learning engine for providing a common trip format (CTF) output
Zoran Navratil, Arlington Heights, IL (US); Kevin Patrick Rice, Libertyville, IL (US); Daniel Brian Mohnen, Grayslake, IL (US); Kevin Glickley, Lake Villa, IL (US); Nilesh Ponnala, Naperville, IL (US); and Rahul Chandrawanshi, Glenview, IL (US)
Assigned to Allstate Insurance Company, Northbrook, IL (US)
Filed by Allstate Insurance Company, Northbrook, IL (US)
Filed on Apr. 3, 2023, as Appl. No. 18/129,965.
Application 18/129,965 is a continuation of application No. 17/113,303, filed on Dec. 7, 2020, granted, now 11,644,327.
Application 17/113,303 is a continuation of application No. 15/948,442, filed on Apr. 9, 2018, granted, now 10,900,796, issued on Jan. 26, 2021.
Prior Publication US 2023/0314153 A1, Oct. 5, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G01C 21/34 (2006.01); G06Q 10/0639 (2023.01); G06Q 40/08 (2012.01); G07C 5/00 (2006.01); H04W 4/44 (2018.01)
CPC G01C 21/3484 (2013.01) [G06Q 10/06393 (2013.01); G06Q 40/08 (2013.01); G07C 5/008 (2013.01); H04W 4/44 (2018.02)] 20 Claims
OG exemplary drawing
 
1. A computing platform comprising:
at least one processor;
a communication interface communicatively coupled to the at least one processor; and
memory storing computer-readable instructions that, when executed by the at least one processor, cause the computing platform to:
generate one or more commands directing a telematics output validation computing platform to validate, via machine learning algorithms and analysis, telematics output data;
after validating the telematics output data, generate, based on the telematics output data and third-party source data, enhanced telematics output data;
ingest the enhanced telematics output data;
ingest additional enhanced telematics output data;
in response to ingesting the enhanced telematics output data and the additional enhanced telematics output data, send a standardized common trip format (CTF) output to a customized driver output generation computing platform;
generate one or more commands directing the customized driver output generation computing platform to generate a customized driver output; and
send, to the customized driver output generation computing platform, the one or more commands to generate the customized driver output.