Embodiments of the present disclosure disclose a method and a device for managing compliance of one or more network devices. The method comprises receiving one or more configuration changes of the one or more network devices. Also, the method comprises identifying each configuration change as one of a compliant configuration change and a non-compliant configuration change by correlating, the one or more configuration changes using a first set of parameters. Further, the method generating an impact value of the one or more configuration changes and generating a recommendation for the one or more network devices based on the impact value.