Technical GlossaryData Engineering and AI Infrastructure
Model Lineage
A traceability structure that shows which data, features, code version, and training workflow produced a machine learning model.
Model lineage makes visible not only data origin, but the full production chain of an AI model. It answers questions such as which training data was used, which feature sets were consumed, which code version ran, and which hyperparameters were applied. This visibility is critical for model trust, auditability, reproducibility, and risk management. In enterprise AI environments, sustainable governance is difficult without model lineage.
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