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Designing a Scalable Data Governance Framework

Talkat Conf42 Machine Learning 2025 · on Thursday, 2025-05-08· [security]
links:none on file
slides:none on file

Scalable multi-tenant governance delivers concrete artifacts: role-level security in a shared environment, dedicated encryption keys per tenant plus ownership metadata for dynamic policies, a continuously running automated compliance engine that detects, remediates and records actions, layered protections (MFA, masking, tokenization, transport and at‑rest encryption) and jurisdictional data routing. Measured outcomes claim a 40% drop in compliance violations, ~30% efficiency gain, ~65% shorter audit cycles and 99.9% uptime after phased rollout.

AI-written summary · about

  1. 0:00Introduction and Speaker Background
  2. 0:30Core Challenges in Data Governance
  3. 1:41Framework Structure and Key Pillars
  4. 2:15Data Isolation Strategies
  5. 2:55Automated Compliance Engine
  6. 3:38Layered Security Model
  7. 4:18Global Operational Flexibility
  8. 4:51Comprehensive Audit Capabilities
  9. 5:30Post-Implementation Results
  10. 6:06Implementation Roadmap
  11. 6:53Key Takeaways and Conclusion
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