Asia market entry
Examine opportunity, critical assumptions and the local realities that should shape a market decision.
Explore market entry →Consumer Intelligence · Market Strategy · Practical AI
I help business leaders navigate markets, consumers and commercial opportunities across Asia—connecting evidence, local context and commercial priorities.

Where I help
Good decisions require more than data. They require context, interpretation and an understanding of how markets and people actually behave.
Examine opportunity, critical assumptions and the local realities that should shape a market decision.
Explore market entry →Turn fragmented market and consumer evidence into a coherent strategic picture.
Explore consumer intelligence →Move from technically sound findings to implications, direction and action.
Explore research advisory →Connect practical AI to real workflows, responsible judgement and repeatable practice.
Explore AI playbooks →Asia market expertise
Every market has its own cultural context, consumer behaviour, competitive structure and way of doing business. I help organisations understand what is genuinely transferable, what must be adapted and what needs to be learned locally.
Explore my Asia perspective
A multidisciplinary perspective
This combination lets me see research not as an isolated activity, but as part of a wider path from evidence to commercial action.
Read my storyFeatured insights
Digital Commerce
A named, disclosed-methodology survey puts creator-led commerce at up to $46 billion in Southeast Asian e-commerce sales — and also finds consumer trust declining across every creator tier even as the channel grows, a tension worth understanding before structuring a creator partnership.
Read insight →Consumer Intelligence
TAT's own April 2026 announcement made the arrival-count decline deliberate: Thailand is explicitly trading volume for value, targeting longer-staying, higher-spending visitors. A one-month data point in April 2026 shows the mechanism working exactly as designed — arrivals down 7%, revenue up almost 3%.
Read insight →AI and Decision Systems
A peer-reviewed study found something specific and useful: LLM accuracy in market research tasks decreases as question specificity increases — the opposite of where most reporting workflows most need reliability.
Read insight →Practical AI for business
AI becomes valuable when it is connected to a defined business problem, the evidence required and responsible human judgement.

Professional enquiry
If you are evaluating an Asian market, interpreting research or exploring a practical use of AI, tell me a little about the situation.