A travel-domain
specialized AI assistant
Bring scattered information from social, maps, and OTAs into a single chat.
From honeymoons to business trips — a tailored concierge for every traveler type.
Proprietary travel-domain sLLM & secure connectors for partner data
How it works
5-step sLLM pipeline · 1.8s average response time
Intent detection
Data retrieval (RAG)
Function-specific prompt
Tailored answer (sLLM)
Content matching
How to use it
Not a worry — a question: Trip Builder AI Concierge answers.
Custom day-by-day itinerary, generated for you
User prompt
"Plan a 3-day Tokyo trip packed with what I'll love."
Interests, travel party, and budget feed into auto-generated day routes. Meals, sights, and transit flow as one — synced to a map you can see at a glance.
Built day routes around your interests & budget.
Key facts in 30 seconds
User prompt
"Recommend a flight to Tokyo next month."
"Recommended" and "Lowest" tabs surface options at a glance. Departure / arrival, direct routing, and price — one card connects straight to partner booking.
Three direct, good-value picks.
Place details, all on one screen
User prompt
"Show me unusual Insta-worthy spots."
Spots that fit your interests and route — photos, hours, nearby stops, map, and reviews unified. No app-hopping to make a decision.
Three trending picks.
Accurate budgets from real spend data
User prompt
"What's the budget for 2 nights in Tokyo?"
Built on real traveler spend — total, daily average, and category split. Food, transit, admissions, and shopping become concrete numbers before you fly.
By real spend data: ~₩680,000 per person.
From social find to your itinerary
User action
Save / share Instagram or YouTube content directly to the Trip Builder app.
Places you found on socials become a saved list with one tap. AI extracts location info from video and images, ready to drop into your trip plan.
* Coming soon
Adapt on the fly
User prompt
"This place is closed — anything similar nearby?"
When plans shift, Trip Builder finds a new path with you. Location, remaining schedule, and existing bookings inform alternatives that flow naturally into your next stop.
Bills Omotesando · 4 min walk?
Same vibe + open now.
Tech foundation
Proprietary sLLM · on-prem deployable
Travel-domain sLLM
LoRA · QLoRA fine-tuning on Llama, Mistral, and Qwen.
100K+ training examples · BLEU 0.35+
Integrated RAG
Multilingual embeddings (multilingual-E5) · Vector DB.
500K POIs · Recall@50 = 85%+
TRIFIT — data acquisition
Real-time ingestion + cleaning across social, maps, portals, and communities.
Persona-weighted
RMS — pricing intelligence
GBM + Bayesian optimization for price prediction.
Partner-product match 99%+
Every moment of the trip — covered
Including the in-trip stages competitors don't reach.
Stage 1
Inspiration
Stage 2
Itinerary
Stage 3
Booking
Departure
→
Stage 4
In-transit
Stage 5
Dining · Shopping
Stage 6
Real-time response
Return
→
Stage 7
Reviews · Repeat
How would you like to connect?
Three integration options — from your existing stack to fully on-prem.
Chat API
A RESTful API that drops chatbot answers into your existing system — fastest path to integration.
OTAs · travel agency websites
Live with Hyundai Dream Tour (THT)
RMS SaaS
A dashboard for monitoring price competitiveness and surfacing operational moves.
Hotels · tour operators
Live with MICE operators
Air-Gapped Package
An on-prem SDK with AES-256-GCM encryption and hardware binding.
Airports · global outposts
PoC across 8 hub airports
Pricing that fits your business
Monthly or annual · usage-based
Starter · for testing
Monthly
- ✓ 1,000 calls / month
- ✓ KRW 500 per overage call
- ✓ Month-to-month
Steady operation
Annual
Effectively KRW 250,000 / mo · save 17%
- ✓ 1,000 calls / month
- ✓ KRW 300 per overage call
- ✓ Annual commitment
At-scale · custom
Enterprise
- ✓ Unlimited usage option
- ✓ Air-Gapped package
- ✓ Dedicated CSM · SLA
Not sure how much you'll use? Run a free 30-day PoC with us.