Data Bill of Materials (DBOM)

A structured inventory of the datasets used to train, validate, and test an AI model -- the data equivalent of an SBOM. A DBOM documents data sources, licensing terms, collection methods, demographic representation, and known limitations. As AI regulations increasingly require training data transparency, DBOMs are becoming the standard way to demonstrate that your model's data pipeline is documented and defensible.