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Practical insights, guides, and experience reports on AI integration and automation.

Deep Dives, Fundamentals & Guides

The Vellmerk Matrix: 2x2 framework with Impact and Effort KI-bearbeitet

The Vellmerk Matrix: Why Impact Matters More Than Effort

In AI projects, effort estimation is notoriously unreliable. The Vellmerk Matrix shows why you should still start boldly, if you start on the right line.

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Latest, Insights & Thoughts

Three levels of automation: Rule-based, AI-assisted, AI Agents KI-bearbeitet

AI: As Much as Necessary, as Little as Possible

Automation existed long before the AI hype. When classic automation is enough, when AI assistance becomes necessary, and where AI agents come into play, and why less AI is often more.

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The Information Foundation for AI implementations KI-bearbeitet

Data Is Not the New Oil. It Is the Foundation

Artificial intelligence is only as good as the information it receives. Why data isn't a byproduct but the foundation of every successful AI implementation.

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