Abstract: A system for automatic categorization and assessment of billing narratives has a semantic engine that classifies billing entries with descriptions expressed in natural language into standardized categories of activity and task objective. The classification is by machine learning methods via training data that is maintained, updated and extended as needed. A rules engine applies rules to the categorized invoice data to analyze the data, report violations to a user/consumer of billed services and to perform related calculations.
Type:
Application
Filed:
August 19, 2021
Publication date:
December 9, 2021
Applicant:
SHINE ANALYTICS LTD.
Inventors:
Ian Nolan, Alex Kelly, Ciaran Flood, Sean Harrison, Michael Dineen
Abstract: A system for automatic categorization and assessment of billing narratives has a semantic engine that classifies billing entries with descriptions expressed in natural language into standardized categories of activity and task objective. The classification is by machine learning methods via training data that is maintained, updated and extended as needed. A rules engine applies rules to the categorized invoice data to analyze the data, report violations to a user/consumer of billed services and to perform related calculations.
Type:
Grant
Filed:
April 7, 2017
Date of Patent:
August 31, 2021
Assignee:
SHINE ANALYTICS LTD.
Inventors:
Ian Nolan, Alex Kelly, Ciaran Flood, Sean Harrison, Michael Dineen
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