Thoughts on sovereign, sustainable AI.
Articles on AI architecture, RAG systems, data sovereignty and the practical implementation of AI in companies — pragmatic and without hype.
8 minNot Everything Belongs in the AI Factory: Why Digital Sovereignty Is More Than Technology
Why digital sovereignty, local AI, and hybrid IT architectures matter more for European SMEs than blind dependence on hyperscale cloud.
Digital SovereigntyRead
9 minAI Sovereignty: Who Decides Which Models Companies Are Allowed to Use?
AI safety is necessary – but it must not become the private interpretive authority of a few providers. On access, control, and real agency.
AI SovereigntyRead
7 minGDPR-compliant AI for companies: what really matters
What does GDPR-compliant AI really mean — and where do your data actually end up? An honest guide for SMEs, without scaremongering.
GDPRRead
2 minWhy AI projects rarely fail because of the model
The model is not the bottleneck — everything around it is: data, processes, roles and operations. What AI really fails on in practice, and how to avoid it.
AI strategyRead
1 minSetting up RAG the right way: from document to reliable knowledge system
Retrieval-augmented generation sounds simple but often fails in the details. A pragmatic guide to sovereign, robust knowledge systems.
RAGRead