Insights

Perspectives on AI, Management & Business Transformation

Artificial Intelligence is changing how organizations operate, but its real value depends on how effectively managers understand and apply it.

Through my articles and professional reflections, I explore the practical implications of AI for management, decision-making, business problem-solving, supply chain, and manufacturing.

My objective is to encourage critical thinking, challenge conventional assumptions, and connect emerging AI capabilities with real business challenges.

Selected Articles & Insights

• Why AI adoption requires management involvement  

AI adoption is not merely a technology initiative. Discover why management involvement, clear business objectives, and organizational readiness are essential for achieving meaningful results.

• Why managers must sometimes challenge AI recommendations

Even an accurate AI prediction does not necessarily lead to the right business decision. Explore why managerial judgement, business context, and accountability remain essential.

• Why automating an inefficient process may not solve the underlying problem

AI can make existing processes faster, but that does not guarantee better business outcomes. Understand why organizations must examine and improve their processes before introducing AI.