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.
Patent No.:
Date of Patent:
Aug. 06, 2024
Filed:
Aug. 30, 2019
Omniscience Corp., Palo Alto, CA (US);
Alexander Wesley Contryman, San Francisco, CA (US);
Jacob Ryan van Gogh, Mountain View, CA (US);
William Bertrand, San Francisco, CA (US);
Manu Shukla, Sunnyvale, CA (US);
OMNISCIENCE CORP., Palo Alto, CA (US);
Abstract
A method and apparatus for performing automated underwriting based on document images are described. The method may include receiving a document image corresponding to a form and data contained within the form for which an underwriting decision is to be rendered. The method may also include performing a first machine learning based analysis of the document image by extracting one or more keys and one or more values corresponding to the keys from the document image using a first machine learning model trained to digitize the form from the document image. The method may also include performing a second machine learning based analysis using the one or more keys and one or more values corresponding to keys as an input into a second machine learning model trained to make the decision based on key, value pairs. Furthermore, the method may include transmitting, to an organization system, a user interface generated using the decision and a confidence of the decision determined from the second machine learning based analysis.