Systems and methods are disclosed for updating network configuration documentation. In an example, a user can upload network configuration documentation with updates to a network to a server. The server can create an update topology corresponding to the documentation by identifying symbols that represent network components. The server can identify changes by comparing the update topology to a configuration data of an existing network. For example, the address of a gateway or the connections to the gateway can change. The server can cause the changes to be presented to a user, such as by highlighting the changes in a diagram. The user can confirm the changes, such as with a conversational workflow, and the server can save the changes to a database. The system can also send commands to the applicable network components to effectuate the confirmed changes.