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.
RAG vs Fine-Tuning vs Prompting: Which Pattern Fits Your Use Case?
Three deployment patterns, three sets of trade-offs. A decision tree that picks the right one for your AI use case in under five minutes.
Choosing a Vector Database in 2026: 7 Options Compared
Seven vector database options used in production by mid-market enterprises in Asia, with cost, latency, and operational profile for each.
Hallucination Risk: A Practical Containment Framework for LLM Deployments
Hallucinations cannot be eliminated. They can be contained. Here is the four-layer containment framework that production LLM systems use.
Webinar Recap: RAG in Production — What Breaks at Scale in APAC Enterprise
Sixty-one engineers and architects attended our January session on retrieval-augmented generation in enterprise production environments. The questions were sharp.
Want these in your inbox?
Subscribe to the RSS feed or talk to us about a research engagement on a topic specific to your firm.