Sovergate
Technical Registry & Analysis

Sovereign AI Log Governance

Deep dives on automated Article 12 accountability, memory-safe data scrubbing protocols, and structural compliance patterns for teams executing production AI in the European Economic Area.

Compliance12 min read

EU AI Act Article 12: The Complete Compliance Guide (2027)

Everything you need to know about Article 12 of the EU AI Act — what it requires, which systems it applies to, what you need to log, and how to comply before the December 2027 deadline.

1 May 2026

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Compliance14 min read

High-Risk AI Systems Under the EU AI Act: What You Need to Know

A practical breakdown of Annex III — which AI systems are classified as high-risk, why they require Article 12 logging, and what that means for your product.

23 May 2026

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Technical9 min read

How to Log LLM Calls for GDPR Compliance

A technical guide to implementing LLM logging that satisfies both Article 12 of the EU AI Act and GDPR data minimisation requirements.

23 May 2026

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Compliance6 min read

The EU AI Act December 2027 Deadline: What You Still Need to Do

The Annex III compliance window closes in December 2027. Here is exactly what high-risk AI operators need to have in place — and how long it actually takes.

22 May 2026

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Compliance7 min read

Is OpenAI GDPR Compliant? What EU Companies Need to Know

OpenAI offers GDPR-compliant data processing agreements. But where do your LLM call logs go? A clear-eyed look at the compliance picture.

29 May 2026

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Technical10 min read

LLM PII Scrubbing: How to Remove Personal Data Before Logging

A technical guide to detecting and removing PII from LLM prompts and responses before they are logged — locally, inside your infrastructure.

5 June 2026

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