Patent ID: 11860759
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 1:
2. The computer-implemented method of claim 1, wherein training the augmented decisioning engine further comprises:
spinning up, automatically, a test infrastructure;
configuring, automatically, the test infrastructure based on a type of metric data value retrieved from the production environment;
performing, based on the configuring, a test on test components based on the one or more metrics data values;
receiving, during the feedback process, an annotation for a recommendation, the annotation being the indication of whether the recommended configuration of the production infrastructure meets the threshold metric data value;
generating, based on the annotation, a confidence score for the recommendation;
generating a subsequent recommendation for configuring the production infrastructure based on the confidence score of previously generated recommendations; and
shutting down, automatically, the test infrastructure responsive to generating the subsequent recommendation.