https://blog.formize.com/tags/mlops/Recent content in MLOps on Formize.com BlogHugoenhttps://blog.formize.com/accelerating-data-lineage-tracking-for-machine-learning-pipe/Mon, 01 Jan 0001 00:00:00 +0000https://blog.formize.com/accelerating-data-lineage-tracking-for-machine-learning-pipe/<h1 id="accelerating-data-lineage-tracking-for-machine-learning-pipelines-with-formize">Accelerating Data Lineage Tracking for Machine Learning Pipelines with Formize</h1> <p>Machine‑learning (ML) projects are increasingly becoming data‑intensive, multi‑stage, and highly regulated. From raw data ingestion to feature engineering, model training, validation, and serving, each step generates artifacts that must be documented, versioned, and linked to business outcomes. <strong>Data lineage</strong>—the ability to trace the origin, transformation, and usage of every data element—has moved from a nice‑to‑have feature to a compliance prerequisite in sectors such as finance, healthcare, and autonomous systems.</p>