Notes on data, sustainability, and using AI well, written for Thai professionals.
If AI is a car, walking at your usual pace is no longer neutral. Why standing still now means falling behind, why skills lose value, and where to start.
Business, government and academia move a country forward, but rarely together. Why I think consulting belongs in the middle of that triangle, and the four skills it takes to earn the place.
A working consultant's field notes on where AI genuinely saves time: research, first drafts, data cleaning and translation, and where it still lets you down.
What working inside a Japanese firm taught a Thai consultant about how decisions get made, why the process feels slow, and how to write for a Japanese client.
What actually blocks energy efficiency projects in Thai factories is rarely the technology. It is measurement, capital allocation and incentives.