DYNAMIC PREDICTION OF EMPLOYEE ATTRITION

Patent №

US 11,715,053

Granted

2023-08-01

Filed 2021

Owner

PRAISIDIO, INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17169286

Systems and methods describe providing for the dynamic prediction of employee attrition within an enterprise organization. The systems and methods involve connecting to internal data sources within the enterprise and external data sources outside of the enterprise; receiving internal and external feed data relating to a number of entities within the enterprise, including at least one or more employees of the enterprise; converting the internal and external feed data into normalized feed data within a single format; generating enterprise graphs based on the normalized feed data, with each enterprise graph representing relationships between entities within the enterprise at a point in time; generating a risk assessment model related to changes in the enterprise graphs over time; and providing to enterprise users, based on the risk assessment model, one or more attrition probabilities for at least a subset of the employees of the enterprise.

AI classification

Planning1.00
Knowledge representation1.00
Natural language0.99
Machine learning0.65
AI hardware0.58
Vision0.11
Evolutionary computation0.00
Speech0.00

Ownership

PRAISIDIO, INC.

assignment · 551690429

Assignors

QAZVINIAN, VAHED, KLEIN, KENNETH R.

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC