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:
Oct. 20, 2026

Filed:

Jun. 30, 2023
Applicant:

Certinia Inc., Austin, TX (US);

Inventors:

Jessica Treadwell, San Diego, CA (US);

Daniel Christian Brown, Bellevue, WA (US);

Heidi Renee Minzner, North Andover, MA (US);

Assignee:

Certinia Inc., Austin, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 50/18 (2012.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 50/18 (2013.01); G06N 20/00 (2019.01);
Abstract

Systems and methods for software as a service management using machine learning automation are disclosed herein. An example method includes determining current software-as-a-service (SaaS) applications being used by an organization, obtaining criteria for each of the current SaaS applications including at least a cost, a renewal date, uplift, and cybersecurity, generating a machine learning model for the organization that defines a functional fit based at least in part on the criteria, evaluating replacement SaaS applications when one of the current SaaS applications does not comply with the functional fit, the replacement SaaS applications also having criteria, and automatically generating new contract terms for any of the replacement SaaS applications.


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Treadwell, Jessica. (2026). Systems and methods for software as a service management using machine learning automation (U.S. Patent No. 12770204). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770204

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