US 12,333,176 B2
Systems and methods for supporting always-on applications featuring artificial intelligence models by populating parallel data domains
Trijeet Sethi, McLean, VA (US); and Muralikumar Venkatasubramaniam, Plano, TX (US)
Assigned to Capital One Services, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Jul. 14, 2023, as Appl. No. 18/352,720.
Prior Publication US 2025/0021257 A1, Jan. 16, 2025
Int. Cl. G06F 3/06 (2006.01)
CPC G06F 3/065 (2013.01) [G06F 3/0626 (2013.01); G06F 3/067 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system for supporting always-on applications featuring artificial intelligence models by populating parallel data domains, the system comprising:
one or more processors; and
one or more non-transitory, computer-readable media comprising instructions recorded thereon that when executed on the one or more processors causes operations comprising:
receiving, from a first data stream, a first data input;
processing the first data input in a first model to generate a first data output;
determining, based on statistical analysis, whether the first data output corresponds to a first data domain or a second data domain;
in response to determining that the first data output corresponds to the first data domain, generating a second data output by duplicating the first data output;
adding the second data output to the first data domain;
determining, based on adding the second data output, a first size of the first data domain;
comparing the first size to a first threshold size to determine whether the first size corresponds to the first threshold size;
in response to determining that the first size corresponds to the first threshold size, retrieving a second model, wherein the second model is trained on a dataset from the first data domain; and
redirecting data from the first data stream to the second model.