US 12,277,048 B2
Dynamically providing real-time configuration of data research control limits
Om Purushotham Akarapu, Hyderabad (IN); Kaushik Kumar Akula, Hyderabad (IN); Bibhudatta Jena, Hyderabad (IN); Nunna Venkata Sri Satya Mounika, Hyderabad (IN); Ragala Manoj Sivaram, Hyderabad (IN); Rajashekar Gangaram Basarveni, Mumbai (IN); and Rudraraju Ramakrishnamraju, Hyderabad (IN)
Assigned to Bank of America Corporation, Charlotte, NC (US)
Filed by Bank of America Corporation, Charlotte, NC (US)
Filed on Feb. 14, 2022, as Appl. No. 17/670,970.
Prior Publication US 2023/0259440 A1, Aug. 17, 2023
Int. Cl. G06F 7/00 (2006.01); G06F 11/34 (2006.01); G06F 16/2458 (2019.01)
CPC G06F 11/34 (2013.01) [G06F 16/2468 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A computing platform comprising:
at least one processor;
a communication interface communicatively coupled to the at least one processor; and
memory storing computer-readable instructions that, when executed by the at least one processor, cause the computing platform to:
receive historical data;
format the historical data, for input into a control limit prediction model, to produce formatted data;
input the formatted data into the control limit prediction model;
output, using two or more sub-models of the control limit prediction model, model specific predicted control limits;
weight, using an ensemble model of the control limit prediction model, the outputs from the two or more sub-models to produce overall predicted control limits based on analysis performed by each of the two or more sub-models;
adjust existing control limits based on the overall predicted control limits to create actual control limits;
receive real time data;
identify, using an upper control limit of the actual control limits, a lower control limit of the actual control limits, and the real time data, a deviation score for the real time data;
compare the deviation score to the actual control limits; and
based on detecting that the deviation score breaches the actual control limits, send one or more commands directing an enterprise user device to display an indication of the breach, wherein sending the one or more commands directing the enterprise user device to display the indication of the breach causes the enterprise user device to display the indication of the breach.