Automated data lineage is essential for effective DataOps, helping teams navigate growing complexity in enterprise data environments. It bridges gaps between data creators and consumers by providing visibility into data flows, dependencies, and transformation logic. Traditional lineage tools often fall short due to limited scope, lack of granularity, and no historical insight. Next-gen lineage tools enable root cause analysis, track changes, and enhance collaboration. Unlike runtime lineage, full lineage offers comprehensive observability across the pipeline—empowering trust, agility, and proactive incident management

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