A real-time network consumption tracking service is provided. A charging function (CHF) device receives transaction records of network consumption by user equipment (UE) devices in a wireless network and generates individual event messages based on each of the transaction records. Each of the individual event messages includes a detailed record based on one of the transaction records. The CHF device associates each of the individual event messages with a message bus topic, formats each of the individual event messages for publication on the message bus, and publishes each of the formatted individual event messages to the message bus. The message bus is accessible to external systems that generate dynamic network consumption data sets based on the formatted individual event messages.