In various embodiments, a system and related method for organizing transactional data from an application environment is disclosed. In some embodiments, a system includes a file system and one or more daemon indexers in electrical communication with the file system. The file system is arranged as a non-relational and serverless file system to allow for cost-effectiveness with ready scalability. The file system is to receive, in substantially real-time, unsorted transactional data from a publishing module. The one or more daemon indexers are arranged to receive the unsorted transactional data from the file system, organize the unsorted transactional data by operational characteristics, and store the organized transactional data on the file system. Other systems and methods are disclosed.