In production — powering Odasie, tailor-made travel across Southeast Asia

The Company Brain for tailor-made travel

GraphTravel.ai is a governed, agentic AI operating system for travel businesses. A frontier model reasons — but you own the knowledge, the workflow state, the tools, the governance, and the human-in-the-loop learning loop.

The platform

Not a chatbot. An operating system for the whole trip lifecycle.

Department agents follow real travel-industry standard operating procedures across every stage of a trip — reasoning within governed workflows they cannot skip.

Enquiry Qualification Design Quote Book Operate In-trip Post-trip
Non-negotiables

Engineering principles that make it trustworthy

These aren't prompt guidelines — they're baked into the architecture.

01

Never invents facts

Grounded retrieval only. The system answers from verified context — it never fabricates a hotel, a rate, or an availability. Missing data is flagged, never filled.

02

Geography is physics

A deterministic validator checks every itinerary for spatial and temporal feasibility — distances, transit times, buffers — before any recommendation ships.

03

Money is human-gated

No booking, payment, cancellation, or safety-relevant action executes without explicit human approval. The agent proposes; your team disposes.

04

Visible reasoning

Every recommendation shows its work. Every approval, edit, or rejection is captured as labeled training data — your corrections make the system yours.

05

SOPs are the law

Workflows are compiled from documented travel SOPs with unskippable gates. The model reasons within the graph — it cannot bypass a checkpoint.

06

Read-only boundary

Your system of record stays the source of truth. The Brain reads, reasons, and proposes — it never writes to your core business data.

Governance

What the AI does alone — and what it escalates

Autonomous · low risk

The agent acts on its own

  • Answer destination questions from verified knowledge
  • Draft itinerary ideas and product matches
  • Classify and route incoming leads
  • Summarize calls, tickets, and history
  • Retrieve relevant policies and SOPs
Human approval · high risk

The agent recommends, a human decides

  • Final quote sent to the traveler
  • Payments, cancellations, and refunds
  • Booking modifications and supplier commitments
  • Complaint responses and policy exceptions
  • High-value trips and VIP travelers
Defensibility

Three compounding assets that can't be bought

The moat isn't the model and it isn't the database. It's what accumulates every day the system runs.

Proprietary operational data

A decade of supplier reliability, destination knowledge, traveler memory, and quote-to-booking history — the ground truth no horizontal player has.

Process IP

Real travel-industry SOPs compiled into governed agent workflows — the difference between a demo and a system a business trusts with its operations.

A per-company learning loop

Every human correction is captured as training signal. The longer it runs inside your business, the better it gets — for you, and only you.

Proof, not promises

Born inside a real travel business

GraphTravel wasn't built in a lab. It grew out of the production AI system running at Odasie — a profitable tailor-made travel agency with over a decade operating across Southeast Asia.

Odasie is tenant #1 and the living proof: grounded retrieval over real inventory, layered memory, a self-learning loop, and a verified read-only safety boundary — running on live operations, not a sandbox.

10+
Years of operating data across Southeast Asia
$300B+
Tailor-made travel market, growing 7–10% a year
8
Lifecycle stages, one governed operating system
0
Writes to the system of record — verified, by design

The reasoning layer for the businesses that sell trips

We're working with a small number of tailor-made operators and partners. If that's you — or you'd like to hear more — we'd love to talk.

charles@odasie.fr