~/talk

Data Lineage: A Key Building Block For A Successful Data Governance Strategy

Talkat Big Data LDN 2022 · 2022-09-21..09-22· [data-engineering]
links:none on file
slides:none on file

Claims that automated lineage is essential to governance and that MANTA can harvest it from code, giving attribute-level lineage with high coverage and accuracy. Shows customers measuring ROI: data scientists spend 3/4 of their time on data prep, regulated programs tracking 50–150 attributes, and a CRM migration that required redoing manual lineage. Deploys as an automated POC, yields immediate time and cost savings, and spreads organically across teams — the built system works and scales when started small.

AI-written summary · about

  1. 0:00Introduction to data governance
  2. 3:11What is data lineage
  3. 8:12Real-world lineage challenges
  4. 13:28Data lineage as governance enabler
  5. 17:43Measuring lineage impact
  6. 20:12Calculating ROI from lineage
  7. 23:03Practical steps to start
  8. 25:16Q&A session
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