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.
- 4 min
AI Data Breach: What Really Counts in the First 72 Hours
Data has leaked into an AI tool and the clock is ticking? The tactical playbook for the first 72 hours: notification duties under GDPR Art. 33/34, risk assessment and the right order of steps.
Incident ResponseRead - 3 min
The EU AI Act for SMEs: What Really Applies to You in 2026
The EU AI Act, the Digital Omnibus and the postponed deadlines – explained without panic. What SMEs concretely have to do in 2026: AI literacy, transparency obligations and prohibited practices.
EU AI ActRead 
17 minShadow AI in the workplace: what to do when company data has already landed in a chatbot
An employee uploads company data to ChatGPT or Claude – now what? Immediate steps, risks and an AI policy for SMEs. No panic, with a plan.
AI GovernanceRead
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