US 11,941,559 B2
System and method for project governance and risk prediction using execution health index
Roma Jain, Ghaziabad (IN); Neeti Sukhtankar, Karnataka (IN); Mandira Anand, Bangalore (IN); and Devashree Bhattacharya, Noida (IN)
Assigned to Genpact USA, Inc., New York, NY (US)
Filed by Genpact Luxembourg S.à r.l. II, Luxembourg (LU)
Filed on Aug. 23, 2021, as Appl. No. 17/409,536.
Prior Publication US 2023/0065424 A1, Mar. 2, 2023
Int. Cl. G06Q 10/06 (2023.01); G06Q 10/0631 (2023.01); G06Q 10/0635 (2023.01); G06Q 10/0637 (2023.01); G06Q 10/0639 (2023.01)
CPC G06Q 10/063114 (2013.01) [G06Q 10/06313 (2013.01); G06Q 10/06315 (2013.01); G06Q 10/0635 (2013.01); G06Q 10/0637 (2013.01); G06Q 10/06393 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method for providing persona-based analysis in a project management system, the method comprising:
identifying and monitoring a plurality of metrics for a plurality of projects, the plurality of metrics including a first set of metrics associated with a first project of the plurality of projects;
training one or more machine learning (ML) models based on the plurality of metrics associated with the plurality of projects;
using the trained one or more ML models,
calculating health indicator scores for the plurality of projects based on the plurality of metrics including determining a first score for the first project based on the first set of metrics;
identifying a first action corresponding to the first score, the first action including identifying and monitoring an additional second set of metrics associated with the first project based on the first score and timing and frequency used to monitor the first set of metrics;
identifying and providing a first type of analytic view associated with the first score for the first user based on a first user role of the first user;
calculating a second score for the first project based at least on the first score and the additional second set of metrics identified and monitored responsive to determining the first score; and
generating a second type of analytic view associated with the second score based on the second score being associated with a different level than the first score;
providing the second type of analytic view to the second user based on a second user role of the second user;
returning one or more of the health indicator scores, the first action, and the first type of analytic view to the one or more ML models to refine the one or more ML models; and
adjusting one or more actions notified to users based on the refined ML models.