About
Language, technology and semantic order
Literature is precise meaning work. Development is precise system work. NARRIEL connects both.

Founder & Creator
After studying journalism and many years in IT for international companies, I work at the intersection of language, technology and semantic order. NARRIEL grew out of this practice: services and an architecture for organizations that want to use generative AI in a way that is traceable, reproducible and governable.
The real problem of modern AI systems is rarely the output itself. Instability arises earlier: in shifts of meaning between contexts, teams and workflows. That is where semantic drift, contradictory results and growing review effort begin.
AI only becomes reliable infrastructure when meaning remains stable under real business conditions.
Let us talk about your meaning.
Tell us about your brand, content or AI landscape. We will suggest a suitable starting point.