Travel - Multi-Object Itinerary Builder
2025•Case Study
One-chat itinerary planning across flights, hotels, and packages that improves conversion.
The Challenge
- Fragmented booking journeys across multiple systems
- Users cannot optimize across cost, time, and experience in siloed tools
The Solution
Flight Agent for availability, fare rules, baggage
Hotel Agent for stay options aligned to flight timings
Package Agent for bundling and optimization
UX Agent that presents ranked itineraries (cheapest, fastest, balanced)
Impact
Seamless one-chat booking experience
Conversion increase of about 40 percent versus traditional OTA-style flows
Technical
Implementation Details
n8n DAG orchestration, custom Python agents for heavy logic, rate-limited API connectors, GPT-4o reranking, multi-currency normalization, chat UI with structured cards.