The AI tools used in Capital Markets in Hong Kong, organised by job to be done, and how to connect them with osFoundry.
dgm is an independent osFoundry integration partner — not affiliated with osFoundry’s maker (OS LLC), and dgm has no completed client integrations yet.
There are dozens of AI tools aimed at capital markets, and the hard part is not finding one — it is choosing tools that fit your data, your workflow and your Hong Kong compliance obligations. This guide organises the options by the job they do.
AI tools for capital markets, by job
| Job to be done | Type of AI tool |
|---|---|
| AI research summarisation | Generative AI for documents |
| Trade surveillance and market-abuse detection | Predictive / analytics model |
| Client onboarding and KYC | Task-specific AI tool |
| Document and disclosure automation | Generative AI for documents |
| Adviser copilots | Conversational AI / RAG over your knowledge |
Rather than buying a separate point tool for each row, many Hong Kong teams connect their chosen models and data through a single orchestration layer, which keeps cost and governance manageable.
How to evaluate capital markets AI tools in Hong Kong
Three questions cut through most of the noise: Where does my data go (and can it stay in Hong Kong)? Does the tool lock me to one AI model or let me bring my own key? And does it produce an audit trail I can show a regulator? Licensed corporations are regulated by the Securities and Futures Commission (SFC), whose November 2024 circular (ref 24EC55) sets four core principles for using AI language models — senior-management oversight, model risk management, cybersecurity and data risk, and third-party risk — with extra requirements for high-risk uses such as investment advice.
Connecting tools without lock-in
osFoundry is model-agnostic and bring-your-own-key: it runs the AI model you choose, on usage-based pricing with no per-seat fees, and can be self-hosted in a Hong Kong cloud region or run locally. 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 can audit which capital markets tools you actually need and connect them 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.