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:
Sep. 23, 2025
Filed:
Apr. 04, 2025
Citibank, N.a., New York, NY (US);
Mayank Vinayaka, Irving, TX (US);
Ryan Peterman, Jacksonville, FL (US);
Badari Narayana Shanka Prasad, Irving, TX (US);
Richard Lawton, Irving, TX (US);
Vitthal Ramling Betgar, New York, NY (US);
Adar Danait, New York, NY (US);
Balaji Kumar, New York, NY (US);
Robin J. Kurian, New York, NY (US);
Maneet Sharma, New York, NY (US);
Anantha Veerasami, New York, NY (US);
CITIBANK, N.A., , NY (US);
Abstract
Systems and methods for enhanced software development lifecycle management using a pipeline of machine learning and adaptive models for anomaly detection and action generation. In some aspects, the system may generate a system data stream for an SDLC management platform that stitches together source data from multiple sources, generates a query to a first machine learning model for a user story identifier to generate trend information and anomalies, based on output from a second machine learning model including dynamic thresholds for the anomalies, determining at least one anomaly that satisfies a corresponding dynamic threshold, processing using an adaptive model the at least one anomaly to generate recommended actions to address the at least one anomaly, and generating for inclusion in the graphical user interface the one or more recommended actions.