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Published independently by Luis Arturo Perez Martinez under the name REASONTOCHAIN.

This website is a personal research blog on agentic AI and supply chain management. It is not an official site of the Technical University of Munich, TUM School of Management, or any employer or client.

Content is for information. It is not legal, investment, tax, or professional advice, and it is not an offer to enter a consulting engagement. Findings described here, including results from the Executive MBA thesis submitted in September 2025, come from controlled experiments on a prototype-scale digital twin and from a reading of the literature. They are not a guarantee of results in a live enterprise environment.

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© 2026 Luis Arturo Perez Martinez. The Executive MBA thesis available for download is the author’s work; TUM is named only as the awarding institution. Third-party marks are the property of their owners.

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Content is prepared with care. No warranty is given for completeness or fitness for a particular purpose. I am not responsible for third-party sites linked from this website. A link will be removed if I become aware that it points to unlawful material.