Implementing Data Lineage for
Governance and Regulatory
Compliance
Ernie Ostic
SVP of Products
Agenda
Introduction to Data Lineage
Data Lineage Use Cases
MANTA Overview
Discussion
Introduction to Data Lineage
What is Data Lineage?
Data Lineage is the ability to track
how data flows through your
enterprise…
• Where does it come from?
• Where does it go?
• What happens to it along the way?
What Makes Data Lineage Difficult
to Achieve?
Business vs. technical view
Scope
Level of Detail
Company Evolution
People Migration
Mergers and Acquisitions
Technologies
Rate of change
•DataOps
•(Cloud) Migrations
•Data Quality
•Governance and
Regulatory Compliance
Data Lineage Use Cases
Lineage for Governance & Compliance
Meet regulatory commitments faster and
with less manual effort
Direct integration with the most popular
governance solutions
More accurately define the scope of your
governance initiatives
Increase trust in data and the overall data
pipeline
Highlight data quality issues in the
context of your data pipelines
Expose previously unknown sources and
targets as potential privacy exposures
MANTA: What we do
Manta Flow crunches custom
SQL, ETL & BI code
Documents lineage
along the way
Visualizes data lineage via
interactive map or optionally
pushes it into third-party
governance solution
Thank you!

Data Lineage: Using Knowledge Graphs for Deeper Insights into Your Data Pipelines

  • 1.
    Implementing Data Lineagefor Governance and Regulatory Compliance Ernie Ostic SVP of Products
  • 2.
    Agenda Introduction to DataLineage Data Lineage Use Cases MANTA Overview Discussion
  • 3.
    Introduction to DataLineage What is Data Lineage? Data Lineage is the ability to track how data flows through your enterprise… • Where does it come from? • Where does it go? • What happens to it along the way?
  • 4.
    What Makes DataLineage Difficult to Achieve? Business vs. technical view Scope Level of Detail Company Evolution People Migration Mergers and Acquisitions Technologies Rate of change
  • 5.
    •DataOps •(Cloud) Migrations •Data Quality •Governanceand Regulatory Compliance Data Lineage Use Cases
  • 6.
    Lineage for Governance& Compliance Meet regulatory commitments faster and with less manual effort Direct integration with the most popular governance solutions More accurately define the scope of your governance initiatives Increase trust in data and the overall data pipeline Highlight data quality issues in the context of your data pipelines Expose previously unknown sources and targets as potential privacy exposures
  • 7.
    MANTA: What wedo Manta Flow crunches custom SQL, ETL & BI code Documents lineage along the way Visualizes data lineage via interactive map or optionally pushes it into third-party governance solution
  • 8.