the studio behind Sathorn
Coordinated intelligence,
measured.
Quoral is an applied-AI research studio. We build systems where many models and agents reach one answer you can check — and we back it with evaluation, not adjectives.
many agents · one answer · on the record
Product
Sathorna Quoral product
Grounded AI that answers LINE customers from your shop's own documents — cites its sources, refuses when unsure.
- Answers from your documents only — with citations; refuses instead of guessing
- Connects to your LINE Official Account
- Takes bookings and queue requests in-chat
From ฿390/month
free 14-day trial · no card required
Sathorn is the lab's first product.
What we build
RAGgrounded retrieval with citations + abstain — answers you can audit
Agentstool-using agents that act — with a record of every step
Agentic AImulti-step workflows with evaluation kept in the loop
MLmodels tuned to a metric, not a hunch
RLsequential decisions under uncertainty
MARLmany agents reaching one decision — the lab's center of gravity
We also take on applied-AI project work — talk to us.
How we work
Measured, not hyped.
Every capability ships with how it’s evaluated. No magic, no 10×, no AGI — just numbers you can check.
Coordination over scale.
The interesting wins come from many parts converging on one answer, not from one larger model. A quorum, not a monolith.
Grounded, or it doesn’t ship.
Systems answer from evidence and abstain when they can’t — evaluation stays in the loop, never bolted on after.
Company
- Base
- Bangkok, Thailand
- Founded
- 2026
- Model
- House of brands — Sathorn ships under its own name; the lab stays the lab.
- Contact
- hello@quoral.co