US 12,013,868 B2
Systems and methods for quantifying saved time
Neha Giri, Mississauga (CA); Neha Kumari, Mountain View, CA (US); and Elangovan Shanmugam, Mountain View, CA (US)
Assigned to INTUIT INC., Mountain View, CA (US)
Filed by INTUIT INC., Mountain View, CA (US)
Filed on Oct. 22, 2021, as Appl. No. 17/508,853.
Prior Publication US 2023/0126845 A1, Apr. 27, 2023
Int. Cl. G06F 16/25 (2019.01); G06F 11/34 (2006.01); G06F 16/2453 (2019.01); G06Q 40/12 (2023.01)
CPC G06F 16/254 (2019.01) [G06F 11/3423 (2013.01); G06F 11/3438 (2013.01); G06F 16/24549 (2019.01); G06F 16/252 (2019.01); G06Q 40/123 (2013.12)] 19 Claims
OG exemplary drawing
 
1. A method of quantifying saved time performed by at least one processor, said method comprising:
causing an interface to be displayed on a user device, the interface comprising a first option for a user to manually enter data into a form and a second option to import or upload data into the form;
receiving user metrics information from a database;
receiving import and extraction statistical information from a data lake;
receiving identifying information for the form from the user device; and
calculating, via a machine learning algorithm, a time savings for using the second option instead of the first option based on the user metrics information, the import and extraction statistical information, and the identifying information for the form, wherein calculating the time savings comprises:
extracting, via a feature extraction service, a plurality of features from the user metrics information, the import and extraction statistical information, and the identifying information for the form to form an input vector, wherein the input vector comprises a weight for each feature;
providing the input vector to the machine learning algorithm; and
calculating the saved time with the machine learning algorithm based on the plurality of features.