UiPath had three patents in cloud during Q1 2024. UiPath Inc’s patent involves using AI for human-in-the-loop robot training in robotic process automation. A listener robot observes user or robot interactions with a system to improve and personalize the robot for users or groups. GlobalData’s report on UiPath gives a 360-degree view of the company including its patenting strategy. Buy the report here.
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UiPath grant share with cloud as a theme is 33% in Q1 2024. Grant share is based on the ratio of number of grants to total number of patents.
Recent Patents
Application: Human-in-the-loop robot training for robotic process automation (Patent ID: US20240103496A1)
UiPath Inc. has developed a cloud robotic process automation (RPA) system that utilizes artificial intelligence (AI) for human-in-the-loop robot training. The system includes a user computing system with an RPA robot and a listener, along with cloud computing systems that monitor user interactions with the RPA robot, log data related to these interactions, and determine if modifications are needed in the RPA workflow based on the logged data. The cloud computing systems can insert activities or sequences of activities into the RPA workflow to address identified modifications, generate new versions of the RPA robot, and deploy these new versions to the user computing system.
Furthermore, the system can collect logged data on user interactions and exceptions, such as errors by the RPA robot or user preferences, and use this data to train local machine learning (ML) models or community ML models for subsets of users. In cases where exceptions exceed a global retraining threshold, a global ML model is trained for all users. The system ensures continuous improvement and personalization of the RPA robot based on user interactions, enhancing its efficiency and effectiveness over time. The method involves receiving logged data, determining necessary modifications to the RPA workflow, and inserting activities or sequences of activities to address these modifications, ultimately leading to the deployment of an improved version of the RPA robot.
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GlobalData Patent Analytics tracks bibliographic data, legal events data, point in time patent ownerships, and backward and forward citations from global patenting offices. Textual analysis and official patent classifications are used to group patents into key thematic areas and link them to specific companies across the world’s largest industries.
