Ways to build an internal AI chatbot over your own data, compared — including PDPA and data-residency considerations.
dgm is an independent osFoundry integration partner — not affiliated with osFoundry’s maker (OS LLC), and dgm has no completed client integrations yet.
An internal AI chatbot over your own knowledge is one of the most common first AI projects. There are several ways to build one in Singapore, with different control and residency trade-offs.
The options
You can use a hosted assistant with a knowledge feature (fast, least control), a managed enterprise-search product like Glean (polished, vendor-managed), or compose your own retrieval on a model-agnostic platform (most control over models and data).
The Singapore considerations
Internal chatbots ingest company and sometimes personal data, so the PDPA applies — including notification and the PDPC’s AI advisory guidelines on recommendation and decision systems — and ‘keep data in Singapore’ is common for regulated firms. That favours options you can self-host or run in a Singapore region.
A practical recommendation
For sensitive internal knowledge, composing retrieval on osFoundry with self-host or local-first gives the most control. osFoundry’s managed cloud pins data to the US, EU or Japan — it does not currently offer a Singapore managed region (its nearest managed region is Japan). For data that must stay in Singapore, the honest path is self-hosting osFoundry (BYO Cloud) inside a Singapore cloud region such as AWS Asia Pacific (Singapore) ap-southeast-1, Microsoft Azure Southeast Asia (Singapore) or Google Cloud asia-southeast1 (Singapore), or running models locally on-device.
Where dgm fits
dgm is an independent integration partner that helps Singapore 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.