A structured way to move generative AI from pilot to production in a Hong Kong organisation.
dgm is an independent osFoundry integration partner — not affiliated with osFoundry’s maker (OS LLC), and dgm has no completed client integrations yet.
Generative AI is the most visible kind of business AI. This guide shows how a Hong Kong organisation moves it from pilot to production.
Where generative AI helps
Drafting, summarising, answering questions over your knowledge, and document processing are the reliable wins. Ground it in your data to keep output accurate.
The risks to manage
Hallucination, leaking sensitive data into public tools, and unclear accountability. The PCPD Model Framework and the Digital Policy Office guideline both stress human oversight and not using AI output as a final professional deliverable.
Moving to production
Harden the pilot, integrate it, add governance and residency, and support adoption. osFoundry’s managed cloud pins data to the US, EU or Japan — it does not currently offer a Hong Kong managed region (its nearest managed region is Japan). To keep data in Hong Kong, the honest path is self-hosting osFoundry (BYO Cloud) inside a Hong Kong cloud region such as AWS Asia Pacific (Hong Kong) ap-east-1, Microsoft Azure East Asia (Hong Kong SAR) or Google Cloud asia-east2 (Hong Kong), or running models locally on-device.
Where dgm fits
dgm is an independent integration partner that helps Hong Kong businesses adopt osFoundry — scoping a first use case, handling the build, and connecting AI to the systems you already run. dgm is independent of osFoundry’s maker (OS LLC) and has no completed client integrations yet, so everything described here is a service offered, not a past result. If you want to scope a practical first project, dgm can help you map it out.