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A desk with a ranked list of use cases and a single highlighted metric.

AI consulting for German companies: what it delivers

Bitkom counts 41 percent of companies using AI, but only 52 percent can name a measurable contribution. What consulting delivers, what it costs and how to pick one.

Two accounts side by side, one with an open and one with a closed data default.

Free AI at work: what the free tier really costs you

Half your workforce already uses AI without approval. What free accounts do with your input, where the line sits and what to decide this quarter.

A reality check of AI risks: real dangers rather than science fiction

AI Dangers: The Real Risks and the Hyped Ones

The best-known AI danger is the least likely. While headlines warn of the rebellious machine, the real harm happens elsewhere. Which risks count and how to manage them.

Superintelligence as a dense web of connected AI agents rather than a robot

What Artificial Superintelligence Could Look Like

Superintelligence will probably not arrive as a robot with a will of its own. A sober look at the likely forms, the path via AI agents and what is already real today.

Playful learning mechanics turning an intention into a daily routine

Learning That Sticks: 7 Hacks from Duolingo

Duolingo made learning as reliable as checking social media. Which game mechanics are behind it and how to use the same principles to build AI skills.

A problem broken into clear, non-overlapping building blocks

Structured Thinking: How to Solve Problems Clearly

Most bad decisions come from missing structure. With MECE, the Pyramid Principle and the issue tree you solve problems more clearly and convince more easily, also alongside AI.

A Go board as a symbol of machine strategy and human judgement

AlphaGo and Move 37: What the AI Milestone Teaches

In March 2016 AlphaGo beat Go grandmaster Lee Sedol 4 to 1. A single move showed what AI is capable of, and what businesses can learn from it.

A person and AI in dialogue while the human keeps thinking actively

Does AI Make Us Dumber? What Brain Research Shows

The claim that AI destroys your brain sounds alarmist, yet brain research gives it some weight. What an MIT study found and how to use AI without losing the habit of thinking.

SME sales team using AI to pre-qualify leads

AI-Driven Lead Generation for SMEs: What Truly Works

AI can noticeably improve lead generation in mid-sized companies, if it targets a clear process instead of the next tool. What really matters in execution.

A person using ChatGPT for a specific recurring work task

Rethinking Productivity at Work with ChatGPT

ChatGPT can ease daily work, but only with clear rules. Where the benefit comes from, how to avoid expensive workslop and what the tool is really suited for.

Engineers connecting IoT sensor data with an AI knowledge system

AI, IoT and RAG: Use Cases from Practice

AI, IoT and RAG only deliver value when they meet a real process. Which use cases work in the Mittelstand and why the first one is often unspectacular.

Developer team watching an AI agent run a chain of tasks

Understanding AI Agents: Practical Insights

AI agents are meant to complete tasks on their own. In practice they often fail at unexpected points. What agents do, where their limits are and what matters at rollout.