Data Residency and Routing: Verifying Where Data Is Processed
Trace endpoints, inference routes, storage, logs and support access. Verify failover and evidence rather than treating an endpoint region as a compliance conclusion.
Read the article ↗Articles & notes
Notes from practice.
Writing on model access, data residency, enterprise knowledge bases, cost management, production deployment and technical support.
Getting Enterprise RAG to Production Quality
Why retrieval demos look great and production RAG disappoints — and the steps that close the gap.
Read the article ↗LLM Cost Governance: What to Actually Measure
A practical view of the few metrics that keep model spend predictable as usage scales.
Read the article ↗Why AI Projects Stall Between Demo and Production
The few steps between a working demo and a live system — and how to plan for them up front.
Read the article ↗Hong Kong Procurement and Support: Account, Billing and Service Responsibilities
Clarify contracting entities, account access, billing evidence and provider escalation for cross-region purchases and support requests, without inferring data residency or response commitments from a Hong Kong contact.
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