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

Claim 16:
17. A non-transitory computer-readable medium storing instructions that when executed by one or more processors of a device cause the one or more processors to perform a method of:
receiving data describing a configuration of a production infrastructure, the production infrastructure running a system operating in a production environment;
retrieving, from the production environment, one or more metrics data values indicative of a performance of a system operating in the production environment;
receiving expected performance values of the system corresponding to the one or more metrics data values;
comparing, by an augmented decisioning engine, the one or more metrics data values with the expected performance values, the augmented decisioning engine being trained to provide a recommended configuration of the production infrastructure; and
training, based on the comparing, the augmented decisioning engine to improve subsequent recommendations of the configuration of the production infrastructure, the training comprising a feedback process that adjusts the augmented decisioning engine based on an indication of whether the recommended configuration of the production infrastructure satisfies a threshold metric data value in response to the production infrastructure running the system operating in the production environment.