Publication number: 20240013123
Abstract: A device may receive and process a change request, work items, and IT data, to generate processed data. The device may transform the processed data into vectorized data, and may select similarity analytics models, regression models, and a classification model. The device may process the vectorized data, with the similarity analytics models, to determine an estimated effort, a user story, and IT requirements, and may process the vectorized data, with the regression models, to determine a schedule overrun, a defect rate, and a sprint velocity. The device may process the vectorized data, with the classification model, to determine a story point, and may calculate a resource capacity. The device may generate an impact analysis based on the estimated effort, the user story, the IT requirements, the schedule overrun, the defect rate, the sprint velocity, the story point, or the resource capacity, and may perform actions based on the impact analysis.
Type:
Application
Filed:
July 7, 2022
Publication date:
January 11, 2024
Inventors:
Pritha LATHA, Aditi KULKARNI, Koushik M. VIJAYARAGHAVAN, Rajesh NAGARAJAN, Gaurav SOOD, Sujan KUMAR SAHA, Aparna Samir JOSHI