Latest insights

Field notes on private AI, sovereignty and cost control.

Why AI data sovereignty is becoming a legal obligation in Europe
Sovereignty

Why AI data sovereignty is becoming a legal obligation in Europe

GDPR, AI Act, CLOUD Act: why hosting your LLMs in Europe is no longer a choice but a legal and strategic necessity.

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Choosing between local, private and sovereign AI
Guide

Choosing between local, private and sovereign AI

The three terms get mixed up constantly. Here is a practical framework to decide what your organization actually needs.

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Cutting your LLM bill without losing quality
Costs

Cutting your LLM bill without losing quality

Quantization, batching and model right-sizing — the levers that reduce inference spend by an order of magnitude.

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Air-gapped RAG: a reference architecture
Security

Air-gapped RAG: a reference architecture

How to build a retrieval-augmented generation pipeline that never touches the public internet.

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