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← All articles

Topic

Implementation Gap

3 articles with this tag

Article Strategy · 8/17/2026

Measuring AI ROI: Why Broad Adoption in Germany Does Not Prove Value Yet

German companies deploy AI more broadly than almost anyone else. The return still takes years to appear. Why that is a structural problem, not a tooling problem.

By André Hellmann

AI Operations Implementation Gap

Article Strategy · 6/15/2026

The Trillion-Dollar Paradox: Why AI Explodes on the Stock Market and Never Reaches the P&L

A $965B valuation for Anthropic, and 90% of companies without a measurable productivity effect (NBER, 2026). The Implementation Gap sits in between.

By André Hellmann

AI Operations AI-Tools Implementation Gap

Glossary Core Concepts

Implementation Gap

63% of AI projects never reach production. Learn why the implementation gap happens, and how netzstrategen closes it from day one.

Implementation Gap AI Operations ROI