UiPath Inc.
TRAINING AND USING ARTIFICIAL INTELLIGENCE (AI) / MACHINE LEARNING (ML) MODELS TO AUTOMATICALLY SUPPLEMENT AND/OR COMPLETE CODE OF ROBOTIC PROCESS AUTOMATION WORKFLOWS

Abstract:

Training and using artificial intelligence (AI)/machine learning (ML) models to automatically supplement and/or complete code of RPA workflows is disclosed. A trained AI/ML model may intelligently and automatically predict and complete the next series of activities in RPA workflows (e.g., one, a few, many, the remainder of the workflow, etc.). Actions users take while creating workflows over a time period may be captured and stored. The AI/ML model may then be trained and used to match the stored actions with stored workflow sequences of actions in order to predict and complete the workflow. As more and more workflow sequences are captured and stored over time, the AI/ML model may be retrained to predict a larger number of sequences and/or to more accurately make predictions. Auto-completion may occur in real-time in some embodiments to save time and effort by the user.