US 11,922,516 B2
Dynamic pattern recognition analysis in real-time during continuing data extraction
Piyush Sarda, Stamford, CT (US); Shishir Bhatia, Stamford, CT (US); Venkata Sai Sowmya Pottimurthy, Stamford, CT (US); Adbul Abdulrahman, Stamford, CT (US); and Ajaywant Rana, Stamford, CT (US)
Assigned to SYNCHRONY BANK, Stamford, CT (US)
Filed by Synchrony Bank, Stamford, CT (US)
Filed on May 11, 2023, as Appl. No. 18/315,751.
Claims priority of provisional application 63/341,297, filed on May 12, 2022.
Prior Publication US 2023/0368306 A1, Nov. 16, 2023
Int. Cl. G06Q 40/12 (2023.01)
CPC G06Q 40/12 (2013.12) 57 Claims
OG exemplary drawing
 
1. A method of dynamic extraction and analysis of data, the method comprising:
receiving identification of a plurality of data stores that store a plurality of transaction datasets associated with a plurality of transactions, wherein the identification is received through a user interface, wherein the plurality of data stores continue to receive additional transaction data associated with additional transactions over time, and wherein the plurality of data stores are configured based on respective parameters;
dynamically generating a plurality of scripts based on the respective parameters corresponding to the plurality of data stores and based on a filtering scheme;
periodically extracting subsets of the plurality of transaction datasets according to the filtering scheme in real-time as the plurality of data stores continue to receive the additional transaction data;
periodically merging the extracted subsets of the plurality of transaction datasets into an output dataset according to an output scheme in real-time as the subsets of the plurality of transaction datasets continue to be extracted;
periodically analyzing the output dataset in real-time as the extracted subsets continue to be merged, wherein analyzing the output dataset results in recognizing a pattern in the output dataset; and
outputting an alert indicative of the recognized pattern.