THE HUB

Regulatory intelligence. Legal AI. Structured thinking.

Insights on EU law, AI-assisted legal analysis, and the future of structured legal reasoning.

Understanding GDPR Article 5: The Six Principles of Data Processing

GDPR Article 5 establishes the foundational principles governing all personal data processing in the EU. Understanding these principles is essential for any legal team operating across member states.

Marylin Montoya

Nov 10, 2025 · 2 min read

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Legal AI Insights

Why Explainability Is Non-Negotiable in Legal AI

Most legal AI tools optimise for speed and surface-level relevance. But in a profession where every conclusion must be defensible, explainability is not a feature — it is a requirement.

Marylin Montoya·Oct 28, 20252 min read

Policy Analysis

EU Directive Transposition: Why Member State Divergence Is a Legal Risk

EU directives set minimum standards. Member states implement them with varying degrees of strictness, timing, and scope. For legal teams operating across borders, that divergence is not an academic concern — it is a daily compliance risk.

Marylin Montoya·Oct 15, 20252 min read

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