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Patent drawing for Automated process execution based on evaluation of machine learning models
US 11,475,361 B2
Machine learning US 11,475,361 B2 Not in force

Automated process execution based on evaluation of machine learning models

This invention describes a computer system that learns how to automate business tasks. It does this by looking at past data to build a machine learning model, specifically using decision trees, which are like a series of 'if-then' rules. The system then pulls out these rules, checks how accurate and comprehensive they are, and uses the best ones to automatically run parts of a business process when certain conditions are met.

Why it matters: The operationalization of machine learning models into critical business processes has matured significantly since 2019, making the systematic extraction and evaluation of rules for automated execution more feasible and trustworthy.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedComplex software system, ML models, data processing, integration

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