Custom AI systems · Singapore
The kind that answers your customers from your own catalogue, pricing, and records — and connects to your booking or CRM, so it can act, not just chat.
What I build
Most businesses already have the answers their customers want — sitting in a catalogue, a price list, a booking system. I build the layer that makes them usable:
In development: outreach that runs off the same live data.
In production
A four-clinic medical group's 1,062-service catalogue — answerable 24/7 across WhatsApp and web, connected to their booking system, and built to stay aligned with healthcare guidelines like AIHGle 2.0.
Read the case study →Get in touch
If your business — or a client's — has a pile of knowledge that's hard to use, tell me about it. I'll tell you honestly whether it's worth building.
Get in touch