How Hong Kong businesses keep AI costs predictable as usage grows.
dgm is an independent osFoundry integration partner — not affiliated with osFoundry’s maker (OS LLC), and dgm has no completed client integrations yet.
AI cost can creep up as usage grows. Here is how a Hong Kong business keeps it predictable.
Where cost grows
Per-seat licences regardless of use, using an expensive model for every task, duplicate tools, and uncontrolled query volume.
How to control it
Prefer usage-based pricing, route simple tasks to cheaper models, consolidate duplicate tools, and monitor usage. 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.
A platform angle
A model-agnostic platform lets you route each task to the cheapest capable model and see usage in one place. 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.