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.
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.
Retail & E-commerce AI in Southeast Asia: Personalization Without PII Pain
Personalization remains the highest-ROI AI use case in Southeast Asian retail. Done right, it works without the PII headaches that derail projects.
Building an Internal AI Platform: Reference Architecture for 200-1,000 Person Companies
A reference architecture for an internal AI platform sized for mid-market enterprises, with the components that pay back and the components that do not.
From Pilot to Production: An MLOps Maturity Model for Mid-Market Teams
A four-stage MLOps maturity model designed for mid-market AI teams, with the practices to add at each stage and the practices to skip.
Data Residency Choices for AI Workloads in HK, SG, JP, KR, TW
A practical guide to where AI workload data should sit across the five most active Asian markets, with the trade-offs that matter.
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