US 12,243,102 B1
Artificial intelligence supported valuation platform
David Lipke, Springfield, MA (US); and Nailong Zhang, Springfiled, MA (US)
Assigned to Massachusetts Mutual Life Insurance Company, Springfield, MA (US)
Filed by MASSACHUSETTS MUTUAL LIFE INSURANCE COMPANY, Springfield, MA (US)
Filed on Apr. 1, 2024, as Appl. No. 18/623,517.
Application 18/623,517 is a continuation of application No. 17/883,351, filed on Aug. 8, 2022, granted, now 12,002,096.
Application 17/883,351 is a continuation of application No. 16/702,102, filed on Dec. 3, 2019, granted, now 11,410,242, issued on Aug. 9, 2022.
Claims priority of provisional application 62/774,829, filed on Dec. 3, 2018.
Int. Cl. G06Q 40/06 (2012.01); G06F 16/951 (2019.01); G06F 17/18 (2006.01); G06F 18/214 (2023.01); G06F 18/2413 (2023.01)
CPC G06Q 40/06 (2013.01) [G06F 16/951 (2019.01); G06F 17/18 (2013.01); G06F 18/2148 (2023.01); G06F 18/24147 (2023.01)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
executing, by a server, a set of artificial intelligence models to identify a plurality of comparable public entities comparable to a private entity, the set of artificial intelligence models comprising at least a first artificial intelligence model to identify the plurality of comparable public entities using a clustering protocol and a second artificial intelligence model to identify the plurality of comparable public entities using a regression protocol,
wherein at least one artificial intelligence model within the set of artificial intelligence models is trained in accordance with a training dataset comprising known attributes of a set of public entities and a corresponding valuation for each public entity within the set of public entities;
determining, by the server, a value of the private entity based upon its respective identified comparable public entity; and
displaying, by the server on a graphical user interface, the value of the private entity where an identity of at least one comparable public entity is anonymized.