The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 02, 2024

Filed:

Mar. 22, 2023
Applicant:

Dynasty Marketplace, Inc., Goleta, CA (US);

Inventors:

Elliott Burris, Venice, CA (US);

Daniel Posch, Venice, CA (US);

Kyle Triplett, Westlake Village, CA (US);

David Ma, Venice, CA (US);

Robert Ryan, Venice, CA (US);

John Rothfels, Venice, CA (US);

Assignee:

APPFOLIO, INC., Santa Barbara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/02 (2023.01); G06N 3/02 (2006.01); G06N 3/0464 (2023.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01); G06Q 10/107 (2023.01); G06Q 30/0242 (2023.01); G06Q 30/0645 (2023.01); G06Q 50/16 (2012.01); G06Q 50/163 (2024.01);
U.S. Cl.
CPC ...
G06Q 30/0645 (2013.01); G06N 3/02 (2013.01); G06N 3/0464 (2023.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06Q 10/107 (2013.01); G06Q 30/0242 (2013.01); G06Q 50/16 (2013.01); G06Q 50/163 (2013.01);
Abstract

A leasing AI platform receives a message pertaining to leasing a real estate unit, generates a token matrix representing at least a portion of the message, and provide the token matrix as an input to a trained machine learning model. An output of the trained machine learning model comprises an indication of a first category associated with the at least the portion of the message. The leasing AI platform identifies one or more actions associated with the first category, the actions pertaining to leasing the real estate unit, and automatically executes the one or more actions without human involvement in response to receiving the message.


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