Leadership
The Rise of the Research-Based Manager and the Sentient Company
How AI changes the work of managers—and why listening becomes an organizational capability.
THE CAIO PUBLICATION
Expert perspectives.
Intelligent decisions.
Ideas and experience from the people putting AI into practice. Explore expert articles on leadership, technology, and the impact of AI across industries.
Chief AI Officer · Curated by Magdy Mansour
EDITOR’S SELECTION FULL ARTICLE
Many voices. A shared ambition to make AI useful.
THE ARTICLE COLLECTION
Ideas from the experts.
Explore by interest. Read by contributor.
Discover perspectives for your next decision.
Read the complete articles, with their original sources and expert bylines.
THE PEOPLE BEHIND THE IDEAS
Meet the contributors.
Distinct perspectives on a shared future.
Explore each expert’s work in CAIO.
Dr. Mustafa Hasan Qurban
Contributes on healthcare technology leadership, including the evolving role of CIOs, digital transformation, and governance.
View contributor & articles ↗Jawad Raza
Explores enterprise AI execution, with a focus on the barriers between successful pilots and production in the GCC.
View contributor & articles ↗John Mankarios
Contributes on AI security, with a practical introduction to the role of LLM firewalls in protecting prompts, responses, and access to enterprise information.
View contributor & articles ↗Magdy Mansour
Curates Chief AI Officer and contributes perspectives on AI strategy, manufacturing, procurement, cybersecurity, and practical business value.
View contributor & articles ↗Natalia Parmenova
Contributes a practical perspective on agentic AI in indirect procurement, connecting specific use cases to business value.
View contributor & articles ↗Partha Majumdar
Writes about research, management, and how people and AI can build more responsive organizations. His CAIO contribution explores the research-based manager and the sentient company.
View contributor & articles ↗
ABOUT CHIEF AI OFFICER
A publication for expert voices in AI.
CAIO brings together articles by expert contributors on the opportunities, decisions, and challenges shaping AI. Curated by Magdy Mansour, the publication connects strategic thinking with practical experience across industries.
Each contributor’s work has its own byline and place in the collection. Event reflections and manufacturing AI sit alongside a wider conversation about AI leadership, governance, and business value.
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