US 12,332,771 B2
System for automated intelligent testing of desktop applications through machine learning
Dilip Singh Chauhan, South West Delhi (IN); Richa Kumari, Bihar (IN); Gogulsundhar Palanivel, Chennai (IN); and T Vignesh, Chennai (IN)
Assigned to BANK OF AMERICA CORPORATION, Charlotte, NC (US)
Filed by BANK OF AMERICA CORPORATION, Charlotte, NC (US)
Filed on Jun. 28, 2023, as Appl. No. 18/215,369.
Prior Publication US 2025/0004930 A1, Jan. 2, 2025
Int. Cl. G06F 11/36 (2025.01); G06F 11/3668 (2025.01)
CPC G06F 11/3688 (2013.01) [G06F 11/3692 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system for automated intelligent testing of desktop applications through machine learning, the system comprising:
a processing device;
a non-transitory storage device containing instructions when executed by the processing device, causes the processing device to perform the steps of:
initiating a testing process for a target computing application by receiving, using a process automation module, input testing data from one or more upstream computing systems;
executing a first function of the target computing application based on the input testing data to produce a real-time data output;
receiving, from a user computing device, an event data record comprising event-related data associated with a resource;
generating, using a predicted data output generator, a predicted data output based on historical data associated with the first function;
computing, using a decisioning engine, a delta value between the real-time data output and the predicted data output;
determining whether the delta value is within a threshold associated with the first function; and
backpropagating results of the testing process to the predicted data output generator.