KI-Transformation Blog

Praxiswissen für erfolgreiche KI-Implementierung im Mittelstand. Strategien, Best Practices und Insights von Andreas Indorf, BAFA-zertifizierter KI-Berater.

AI Agents for SMEs: The Practical Guide 2026

Autonomous AI agents are reaching SMEs: definition, a 5-phase rollout, costs, ROI and EU AI Act compliance. The 2026 pillar guide.

7. Juli 2026

EU AI Act from 2 August 2026: What Companies Must Do Now

EU AI Act deadline 2 August 2026: risk classes, GPAI obligations, fines, the Digital Omnibus and a 7-point checklist for SMEs.

6. Juli 2026

AI Literacy under Article 4: Proof & Training for SMEs 2026

The AI literacy duty under Art. 4 EU AI Act: what SMEs must prove, which training makes sense and how to document it.

4. Juli 2026

Agentic AI vs. Chatbots: From Assistant to Autonomous AI Agent

Chatbot or AI agent? The difference, a direct comparison, the building blocks of agentic AI and when each type pays off.

2. Juli 2026

RAG for Companies: AI Assistants with Your Own Data (2026 Guide)

RAG connects AI with your company knowledge - secure and up to date. How it works, hybrid RAG, use cases and ROI (search time -60 to -70%).

30. Juni 2026

Sovereign AI & On-Premise LLMs: GDPR-Compliant AI for SMEs 2026

Sovereign AI for SMEs: on-premise vs. EU cloud, DPA, EU data residency and zero data retention - GDPR- and EU AI Act-compliant.

27. Juni 2026

AI Agent Use Cases with ROI: 12 Real Examples for SMEs 2026

12 AI agents with measurable ROI: quotes, service, invoices, sales forecasting and more - with effort and payback for SMEs.

25. Juni 2026

AI Governance for SMEs: Risk Classes, Docs & Responsibilities 2026

AI governance for SMEs: AI inventory, risk classification, documentation and responsibilities under the EU AI Act - done lean.

23. Juni 2026

The AI Paradox: Why 84% of AI Projects Fail on Processes

84% of companies don't adapt their processes to AI - and fail. The causes and 5 steps to break through the AI paradox.

20. Juni 2026