PROCESS EVOLUTION FOR ROBOTIC PROCESS AUTOMATION AND WORKFLOW MICRO-OPTIMIZATION

Patent №

US 11,571,811

Granted

2023-02-07

Filed 2019

Owner

UIPATH, INC.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16708132

Process evolution for robotic process automation (RPA) and RPA workflow micro-optimization are disclosed. Initially, an RPA implementation may be scientifically planned, potentially using artificial intelligence (AI). Embedded analytics may be used to measure, report, and align RPA operations with strategic business outcomes. RPA may then be implemented by deploying AI skills (e.g., in the form of machine learning (ML) models) through an AI fabric that seamlessly applies, scales, manages AI for RPA workflows of robots. This cycle of planning, measuring, and reporting may be repeated, potentially guided by more and more AI, to iteratively improve the effectiveness of RPA for a business. RPA implementations may also be identified and implemented based on their estimated return on investment (ROI).

Machine learningKnowledge representationPlanningAI hardwareB25J 9/163G05B 19/4155G06N 20/00G06Q 10/04G06Q 10/0633G06Q 10/0637G06Q 10/10G05B 2219/39371

AI classification

Planning1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.95
Evolutionary computation0.15
Natural language0.10
Speech0.00
Vision0.00

Ownership

UIPATH, INC.

assignment · 515180333

Assignors

SINGH, PRABHDEEP, BERG, CHRISTIAN

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

From the same owner

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