SYSTEM AND METHOD FOR INTELLIGENT AGENTS FOR DECISION SUPPORT IN NETWORK IDENTITY GRAPH BASED IDENTITY MANAGEMENT ARTIFICIAL INTELLIGENCE SYSTEMS

Patent №

US 10,523,682

Granted

2019-12-31

Filed 2019

Owner

SAILPOINT TECHNOLOGIES, INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16286289

Systems and methods for embodiments of a graph based artificial intelligence systems for identity management are disclosed. Embodiments of the identity management systems disclosed herein may utilize a network graph approach to analyzing identities or entitlements of a distributed networked enterprise computing environment. Specifically, in certain embodiments, an artificial intelligence based identity governance systems may include an intelligent decision support agent to provide an approval or denial recommendation for an access request. To provide an approval or denial recommendation, the intelligent agent may utilize a classifier trained on historical certification data. The intelligent agent may utilize features which represent relevant signals to the approval or denial decision including features that may be associated with a network graph of the identities and entitlements of the enterprise computing environment.

Machine learningNatural languageKnowledge representationPlanningAI hardwareH04L 63/0823H04L 63/104G06F 21/316G06F 21/45G06F 21/604G06F 21/62G06N 3/006G06N 5/025+7 more

AI classification

Machine learning1.00
Planning1.00
Knowledge representation1.00
Natural language1.00
AI hardware0.99
Vision0.49
Evolutionary computation0.00
Speech0.00

Ownership

SAILPOINT TECHNOLOGIES, INC.

assignment · 502140388

Assignors

BADAWY, MOHAMED M., HO, JOSTINE FEI, KABRA, RAJAT

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

From the same owner

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