AI Knowledge & Trends

Understand AI.
Gain orientation.

Strategic insights, framing and perspectives on artificial intelligence. For leaders and decision-makers who need clarity.

AI knowledge, explained simply.

Framing, explanations and perspectives on artificial intelligence. Practical and relevant.

Local LLM, Mac Mini as AI system
AI Knowledge

What is a local LLM, and why is it relevant?

Local large language models run without cloud connectivity on your own hardware. What that means, what advantages it offers. And which organisations local AI is a realistic entry point for.

Stefan Junge·6 min read
Read article →
AI trends in the mid-market, interconnected application fields as visualisation
AI Trends

Which AI trends really matter for the mid-market in 2026?

Not every AI trend matters for every mid-market company. An honest prioritisation: what counts now, what should be watched. And what can wait.

Stefan Junge·7 min read
Read article →
Lego workshop, building clarity and orientation together
Perspectives & Theses

Why AI without clarity creates more confusion than value

Many AI projects don't fail because of the technology. They fail because of missing framing, unclear responsibility, and a language decision-makers can't act on.

Stefan Junge·5 min read
Read article →
Stefan Junge, portrait for 30 years of transformation practice
Stories from practice

What I have learned about new technologies from 30 years of transformation practice

Technologies change quickly. Organisations learn slowly. What remains are questions about meaning, language and a safe frame. A personal reflection on patterns that repeat.

Stefan Junge·8 min read
Read article →
Retrieval-Augmented Generation, AI model connected with enterprise data and documents
AI Knowledge

What does RAG mean in an enterprise context?

Retrieval-Augmented Generation connects AI models to your own organisational knowledge. A clear explanation: what RAG is, how it works, and why it matters for internal knowledge use.

Stefan Junge·5 min read
Read article →
Secure AI infrastructure in Europe, data centre with AI chip and EU iconography
AI Trends

Secure AI environments in Europe: why this becomes decisive in 2026

Data protection, regulation and digital sovereignty are moving to centre stage. Why European organisations are reassessing local and hybrid AI architectures. And what that means strategically.

Stefan Junge·6 min read
Read article →
Stefan Junge as a speaker on CRM and marketing automation
Perspectives & Theses

7 challenges in CRM and marketing-automation projects

Up to 70% of CRM implementations miss their goals. Seven core challenges, with problems, solutions and the supporting research from practice.

Stefan Junge·7 success factors
Read article →
Stefan's Trend Radar, the LinkedIn newsletter by Stefan Junge
Newsletter

Stefan's Trend Radar

In my LinkedIn newsletter, I make sense of which AI developments are actually becoming relevant. Compact, practical and without the hype, so you know what to focus on next.