A method for dynamically creating and routing custom network records with a server system on a service provider network before session timeout is disclosed according to an embodiment. The server system assembles a custom mapping from a mapping data store, determines that a request corresponds with a quantity of event instances in a network record that exceeds a calculated threshold, and creates the custom mapping within each event instance of a network record while the network record is stored in a records data store. The method includes the server system generating the hierarchy within the custom mapping created at each event instance of the network record, initiating a plurality of threads, and determining, using the plurality of threads, a plurality of event instances based on the request and hierarchy generated. A plurality of custom network records are generated in a staging table stored outside of the records data store.