Bright Harbor Labs

Ten people between Singapore and Kuala Lumpur, building agent systems for banks, insurers and government agencies across Southeast Asia.

Why local matters here

Data residency, four official languages in one support queue, and regulators who will ask what the model was trained on. We grew up in this environment rather than reading a summary of it.

Selected work

Onboarding and KYC document agents for two regional banks. A citizen services assistant answering in English, Malay, Mandarin and Tamil.

Every project

Ends with a knowledge transfer phase. If your team cannot run the system without us, we have not finished.