David Klemme

David bringt über 10 Jahre Erfahrung in Enterprise-Architektur und komplexen Systemdesigns mit. Als ehemaliger Team Lead Architecture Management baute er Systeme, die Millionen von Transaktionen täglich verarbeiten – und lernte dabei, dass die beste Compliance die ist, die man nicht bemerkt.

5 min read

Deconstructing AI Failure Rates: Lessons from Historical Tech Adoption

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David Klemme: Oct 8, 2025 12:48:56 PM

The recent MIT-NANDA report, "The GenAI Divide: State of AI in Business 2025," has echoed loudly across boardrooms and tech forums, warning that a staggering 95% of generative AI business projects fail to deliver a measurable return on investment....

governance

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The Risks of Overcomplicated AI: Lessons from KPMG's 100-Page TaxBot

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David Klemme: Sep 10, 2025 3:44:37 PM

KPMG recently unveiled a “TaxBot” powered by a 100-page prompt to generate draft tax advice in a single day. On paper, that looks impressive. In...

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When Green Dashboards Deceive: Lessons from the Microsoft Copilot Incident

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David Klemme: Aug 23, 2025 4:26:49 PM

Dashboards were green, reports were clean — yet the logs weren’t what they seemed. 👉 Heise: "Microsoft Copilot verfälschte monatelang...

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Final-Only “Human-in-the-Loop” Is a Liability

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David Klemme: Aug 18, 2025 10:50:36 AM

We’ve spent months pondering what “human-in-the-loop” really means in the wild; actual production workflows that have customer impact. What I keep...

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