Network Discovery and Management Toolkit (ndmtk) makes Ansible "work" for both Traditional and Software-Defined Network (SDN) network management. The future of network management lies in the area of Artificial Intelligence. Any network-enabled device will be able to build connectivity to a remote peer on-demand, without human intervention. The restraint on that ability are the AI-enabled systems acting as gatekeepers. AI is impossible without ongoing data collection, data analysis, probing, and modeling. As such, networks of the future need tools to perform the above tasks.