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"The happiness of your life depends upon the quality of your thoughts."


Marcus Aurelius

This is a space of  intellectual pursuit — a space to connect dots, challenge assumptions, and make sense of the changing world of travel, hospitality, and intersecting sectors.  The content in this space is shaped by years of navigating complexity across continents and categories while interacting with some of the best minds in the industry. All views are nevertheless my own.

thoughts of general interest

TOP ARTICLES on AI

The Algorithm Becomes the Customer

The Intent Gap-How AI Exposes the Gap Between Input and Intent

The Intent Gap-How AI Exposes the Gap Between Input and Intent

When people delegate decisions to machine, everything changes.

The Intent Gap-How AI Exposes the Gap Between Input and Intent

The Intent Gap-How AI Exposes the Gap Between Input and Intent

The Intent Gap-How AI Exposes the Gap Between Input and Intent

The accelerating divide between those who use AI to extend their capacity—and those who use it to escape their limitations.

The Architecture of Experience: Designing Digital Foundation

The Intent Gap-How AI Exposes the Gap Between Input and Intent

The Architecture of Experience: Designing Digital Foundation

In hospitality, digital transformation is no longer defined by front-end novelty. It’s defined by the strategic depth and adaptability of the systems beneath it.

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