There are provided systems and methods for data tracing identifiers for tracking data flow through a data model and computing services. An entity, such as company or business, may provide computing services. When providing these services, one or more computing services, processors, or the like of the service provider's computing architecture may be used. This may include processing data through a data processing flow that uses multiple computing services. To automate data tracing through a data processing flow and corresponding computing services, a data library may be used to create and inject data trace identifiers to a message header associated with the data to be processed. This may be propagated with the data to other and/or centralized computing services, which may then persist the identifier with the data in a data table column for a standardized data model. These mappings may be stored by the centralized computing services.