Systems, computer program products, and methods are described herein for evaluating, validating, and implementing change requests to a system environment based on artificial intelligence input. The present invention may be configured to receive a change request including a change to be made to a configuration item of a system environment, determine, based on a change inference database, potential failure points associated with deploying the change request in the system environment, and determine, based on the potential failure points, a confidence score for the change. The present invention may be configured to determine whether the confidence score for the change satisfies a threshold limit for the configuration item and prevent the change request from being deployed in the system environment until the confidence score for the change satisfies the threshold limit for the configuration item.