How to choose an AI model and why bring-your-own-key keeps you flexible as new models arrive.
dgm is an independent osFoundry integration partner — not affiliated with osFoundry’s maker (OS LLC), and dgm has no completed client integrations yet.
Choosing an AI model for your business is less about picking a winner and more about staying flexible. Here is how a Hong Kong business should think about it.
Why model choice is not permanent
Models change fast — a leader today may be overtaken in months. Locking your whole stack to one model is a risk, which is why bring-your-own-key flexibility matters.
How to choose per task
Different models suit different tasks: a strong general model for reasoning, a cheaper one for simple work, a regional model for Cantonese or Mandarin. Route per task rather than standardising on one.
Staying flexible
osFoundry is a model-agnostic, bring-your-own-key (BYOK) AI orchestration platform — usage-based pricing with no per-seat fees, local-first and self-hostable, with per-region data pinning or deployment into your own cloud. 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.