David Clune is an accomplished inventor based in Knoxville, TN (US). He has made significant contributions to the field of data management through his innovative patents. With a total of 2 patents, Clune's work focuses on enhancing data reconciliation and validation processes.

Latest Patents

One of Clune's latest patents is centered on data reconciliation. This invention allows for continuous gathering of data from multiple sources to perform reconciliation operations. The data items from a first data set are matched with those in a second data set using a data matching technique. A confidence score is generated based on the matching, indicating the extent of the match between the data items. This score, along with predefined thresholds, helps ascertain whether the data items are reconciled. Non-reconciled items are classified using an artificial intelligence-based technique, providing explanations for why certain data items are non-reconcilable. If a data item remains unclassified, it is flagged for further analysis.

Another significant patent by Clune focuses on data validation. In this process, data such as journal entries in a ledger and associated supporting documents are extracted. An entity indicative of a feature of the data is also extracted. Based on this entity, probable values for a field of the data are determined, each associated with a probability score. These probable values are then compared with the actual value of the field. If discrepancies are found, a notification is generated to indicate a potential error in the data. Additionally, the data and its historical context are processed using predefined rules and machine learning techniques to detect anomalies.

Career Highlights

David Clune is currently employed at Accenture Global Solutions Limited, where he applies his expertise in data management and innovation. His work has significantly impacted the efficiency and accuracy of data handling processes.

Collaborations

Clune has collaborated with notable colleagues, including Chung-Sheng Li and Emmanuel Munguia Tapia, contributing to various projects that enhance data management solutions.

Conclusion

David Clune's innovative patents in data reconciliation and validation demonstrate his commitment to improving data management practices. His contributions continue to influence the field positively.

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