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Patent drawing for Cognitive robotic process automation
US 20,210,004,711 A1
Machine learning US 20,210,004,711 A1 Expired

Cognitive robotic process automation

This invention describes a system that uses machine learning to analyze how a decision-making process works, specifically by looking at past execution data. It automatically builds a detailed map of the process, called a knowledge graph, and then creates a decision tree from it. The system then interacts with a user through a conversation to gather necessary information, automatically executes the process based on that input, and finally informs the user of the result.

Why it matters: Filed before large language models could easily generate conversation flows and knowledge graphs from unstructured data. The underlying machine learning and natural language processing capabilities have advanced significantly since 2019.

Status
ExpiredProtection ended and was never renewed
How hard to build
SpecializedMachine learning, natural language processing, knowledge graph implementation.

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