How Data Teams Use Data Lineage to Trace Model Decisions
transcript
show notes
We talk about the hidden cost of black-box models and why tracing data lineage is no longer optional for regulated industries. Using a recent compliance failure at a major fintech firm as our anchor, we break down how lineage graphs connect raw inputs to final predictions. We discuss the practical tools like OpenLineage and Marquez, and why tracking metadata matters more than just tracking model accuracy. If you are building AI systems that affect people's lives, this episode explains how to build an audit trail that actually holds up under scrutiny.
#DataLineage #MLOps #ModelGovernance #FexingoBusiness #BusinessPodcast #MachineLearning #AICompliance #DataEngineering #AuditTrails #TechStrategy #OpenLineage #DataProvenance #RegulatoryRisk #FinTech #ModelTransparency #DataOps #EthicalAI #LucasAndLuna
