Patent ID: 11902094
Assignee: BANK OF AMERICA CORPORATION
Field: Digital communication (Electrical engineering)
Classification: CPC G  H | IPC H

Claim 12:
13. A method for end-to-end automation of network infrastructure development changes, the method comprising:
collecting and archive data comprising feature logs, resource logs, and events in a central historical data storage;
normalizing the data and correlate events to specific features, wherein correlating events to specific features comprises locating differences in pre and post-deployment feature performance, including resource utilization, and maintaining a history of the data in the central historical data storage;
training an artificial intelligence (AI) model to further analyze the feature logs and compare the feature logs to pre-deployment performance to check overall impact on a production server resource utilization;
predicting an impact based on historical data and assign a probability rating of an incident based on AI model analysis;
employing a virtual assistant to receive continuous feedback from a deployment and update records upon a deployment confirmation;
tracking, via a data monitor, an information technology service management (ITSM) queue and sync the ITSM queue with a development operations (DevOps) queue, informing a DevOps team for the probability rating of the incident; and
employing a robotic process automation (RPA) model for the steps of identification, analysis, design, development, testing, and implementation and automate an end-to-end process.