Michael Baumann

Michael Baumann

Data Scientist / Founder at Cloudflight | paiqo

About me

I have been working with agents long before they became mainstream. My journey with machine learning agents started in 2010, and since then I have spent more than 15 years in data science consulting and leadership roles. Today, I help organizations define company-wide AI strategies and turn ambitious visions into solutions that create real business value. In addition, I drive AI innovation with a strong focus on agents and agentic platforms.

Latest posts by Michael Baumann

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Agentic AI

AI agents vs agentic AI: understanding the terminology

Executive summary AI agents and agentic AI aren’t synonyms, and confusing them costs organizations real money. Although there’s still some debate about the industry-wide definition, in Cloudflight, we describe an AI agent as a software component designed to handle a specific, well-defined task. Agentic AI,…

May 11, 2026

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