DEVICES AND METHODS FOR IMPLEMENTING DYNAMIC COLLABORATIVE WORKFLOW SYSTEMS

Systems, devices, and methods for executing workflow instances of management of continuously changing data and queries. In one embodiment, a computing device may be configured to determine a set of related structured data comprising a key and associated value, where an associated ID and name for each related structured data of the set of related structured data may be determined. Additionally, a unique ID may be determined based on the determined associated ID and name. A match may then be determined for the set of core data elements based on a received message and an ordered list of results retrieved based on at least one of: the matched ID, the matched name, and the matched ID and name.