Systems, methods, and devices that relate to an automated auditing system of the network conditions are disclosed. In one example aspect, a network device in a core network for wireless communication include one or more processors that are configured to determine an expected network state based on predefined configuration information of one or more network resources, receive measurement results reported by one or more wireless devices via at least one radio access node, estimate an actual network state based on the measurement results reported by one or more wireless devices, and detect a discrepancy between the expected network state and the actual network state.