An Unmanned aerial vehicle (UAV) for detecting and communicating safety-related events to a safety server is provided. A network status of a communication network over which devices associated with the vehicle are communicating with the safety server is identified. The UAV receives metadata including at least location data from the devices when the network status of the communication network indicates low or unavailable connectivity that is hindering communication of the metadata to the safety server by the devices. The UAV processes the metadata and detects safety events associated with the vehicle. The UAV communicates the safety events to the safety server based on at least a safety criterion including detachment of the UAV from the vehicle when the UAV is unable to communicate with the safety server in its attached configuration with the vehicle due to network issues.