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Knowledge: article series on the AI operating model
Perspectives, classifications and sources on organization, responsibility and steering in the age of AI.
Article series: AI Operating Model
ProNexum perspectives on how to align organization, roles and responsibility with AI. The series is published continuously; we add new articles here as soon as they are online.
Conversational AI vs. Operational AI vs. Agentic AI: The Difference Business Leaders Need to Know
Three kinds of AI – and the demands each places on organization, data and responsibility. Agentic AI as a question of accountability, not only of autonomy.
Read on LinkedIn →Article 2 · 24 July 2026Automation vs. Augmentation Is the Wrong Debate
The question is not “replace or support”, but how to design the boundary between people and AI in the workflow.
Read on LinkedIn →Further articles in the series will follow and be added here on an ongoing basis.
Further reading
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