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Tag: DataGovernance

December 8, 2025

CHAPTER 2/8 – Empower Your AI Journey with Microsoft Purview (R&D-grade, sharp, technical, irreverent)

0. Why Purview isn’t “just another admin console” but your company’s built-in self-preservation mechanism Purview 2026 is no longer MIP + Compliance Center circa 2020–2022.It has evolved into a full-blown combination of: • Data Security Posture Management (DSPM)• AI Safety & Governance Layer• Unified Data Classification Engine• Zero Trust Data Enforcement• Copilot-aware DLP controls• Risk…

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October 8, 2025October 7, 2025

🛡️ Secure Medallion Architecture on Azure Databricks Or How to Stop Treating Your Lakehouse Like a Flat Share

Everyone talks about data security. Few actually practice it.Enter the Secure Medallion Architecture — Microsoft’s idea of not letting your Bronze data drunkenly stumble into your Gold tables at 2 AM. Built on Azure Databricks + Unity Catalog + Managed Identities, this design isn’t about shiny diagrams.It’s about not waking up one morning to find…

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July 16, 2025

Copilot Remembers Everything (Even What You’d Rather It Forgot)

🤖 Copilot Memory: When AI Stops Forgetting and Starts Logging Microsoft just gave Copilot something spicy — a memory.No, not the cute, “reminds-you-to-send-an-email” kind.We’re talking long-term, vector-based, semantically-indexed, compliance-monitored memory. This isn’t AI that helps. This is AI that remembers what you asked six weeks ago at 2:46AM, cross-references it with your writing style, and…

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July 15, 2025

GDPR: Not Just a Regulation — Your Digital Trust Architecture in the EU

Why every European company must treat GDPR not as a checkbox, but as a strategic pillar “Compliance is not a project. It’s a posture.”— Chief Privacy Officer, leading European fintech firm 🧩 What is GDPR — beyond the basics The General Data Protection Regulation (GDPR) is Regulation (EU) 2016/679 of the European Parliament and Council,…

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  • CHAPTER 7/8 AI Security Engineering & R&D (2026 Edition)
  • CHAPTER 6/8 AI Zero Trust Architecture (ZTA 2026): Isolation of AI Pipelines, Token Protection, Sandboxing, Output Firewalls, Purview Orchestration
  • CHAPTER 5/8 Deep-Dive: MITRE ATT&CK for AI Systems (2026 Edition)
  • CHAPTER 4/8 Next Steps to Secure and Accelerate Your AI Journey
  • CHAPTER 3/8 – Fireside Chat: Lessons in Building a Secure AI Foundation** (hard-edged, technical, irreverent, research-level)
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