Research & playbooks
for shipping AI in Asia.
Frameworks we use in client engagements, plus original research on AI adoption across the markets we operate in. No hype, no rehashed Western reports.
What Asian Mid-Market AI Pilots Actually Cost in 2026
Total cost ranges by use case, with the infrastructure-versus-services split that most boards never see on a single slide.
Build vs Buy vs Partner: An AI Decision Framework for Mid-Market Asia
A six-question test that tells you whether to build the AI capability in-house, buy a vendor product, or partner with a specialist firm.
AI Strategy in 90 Days: A Practical Framework for CFOs
A week-by-week plan a CFO can run to take an enterprise from "we should do something with AI" to a funded portfolio with measurable expected value.
The Real Cost of Enterprise AI in APAC: What the Vendor Quotes Leave Out
The model API cost is the smallest number on the total cost of ownership sheet. Here is what the other line items look like.
AI Cost Engineering: How to Drop Inference Costs 60% Without Losing Quality
Production LLM systems often have 50-70% of inference cost going to non-essential work. Five techniques recover most of that, with no quality loss.
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