Bank of America Corporation
ITERATIVE DATA PATTERN PROCESSING ENGINE LEVERAGING DEEP LEARNING TECHNOLOGY

Abstract:

An artificial intelligence system and method leveraging deep learning technology for data pattern processing and identifying misappropriation are provided herein comprising a deep learning engine comprising a data patterning component and a reasoning component. A controller is configured to: monitor a data stream comprising user interaction data; extract the interaction data from the data stream; determine, using the data patterning component, a data pattern from the extracted interaction data, wherein the data pattern is output to the reasoning component; analyze, using the reasoning component, the data pattern by comparing the data pattern to predetermined rules and factual reference data; identify an anomaly in the data pattern based on comparing the data pattern, wherein the anomaly is associated with misappropriation resources; in response, generate a revised data pattern, wherein the revised data pattern is output to the data patterning component; and confirm the revised data pattern using the data patterning component.