An AI recommendation engine, not a rebuild
Preferences & trip data → Tripian engine → Your product's UI.
Tripian's AI engine builds in-destination itineraries and recommendations. It gives restaurants, activities, and things to do, matched to a traveler's preferences and location in real time. It's delivered through white-label APIs, built to plug into a product that already exists.
Tripian integration capabilities map
#
Component
Business Value
Revenue Leakage
Optimization Strategy
Built For
Acquire
1
Supplier Onboarding
Faster time-to-revenue;
Lower onboarding cost;
Tscalable supply growth
Operational leakage
Lower onboarding cost;
2
Travel API Gateway
Fewer integration outages;
Faster search response;
Protected booking conversion
System & Integration leakage
Custom core routing by COAX
3
Data Transformation Engine
Faster onboarding cycles;
Fewer booking errors;
Reliable reporting
System & Integration leakage
Custom schema mapping by COAX
Orchestr
ate
4
Supplier Orchestration
Wider supply coverage;
Fewer abandoned searches;
Fewer lost bookings
System & Integration leakage
Custom routing of inventory
5
Inventory Sync Engine
Fewer overbookings;
Protected customer trust;
Less manual reconciliation
Presentation leakage
Bespoke conflict resolution logic
6
Rate Engine
Protected margin;
Consistent pricing;
Fewer manual overrides
Presentation leakage
Custom business rule configuration
Convert
7
Recommendation Engine
Higher conversion;
Higher ancillary revenue;
Better product fit
Presentation leakage
Tripian AI Matchmaking Engine replaces custom R&D
8
Booking Orchestration
Fewer failed transactions;
Protected checkout revenue;
Smoother completion
System & Integration leakage
Ancillary booking flows routed through Tripian API
9
Transaction Lifecycle Engine
Fewer refund errors;
Lower reconciliation cost;
Reduced operational overhead
Payment leakage
Traditional transaction workflows
Grow
10
Central Data Hub
Accurate reporting;
Faster decisions;
Less data reconciliation cost
Operational leakage
Tripian feeds local POI interaction data to data hub
11
Identity Resolution Engine
Accurate customer 360;
Better personalization;
Reliable LTV reporting
Presentation leakage
Custom profiles managed by COAX
12
Guest Context Engine
Higher repeat bookings;
Higher CLV;
Real-time personalization
Presentation leakage
Tripian surveys & persona profiles enrich guest context
13
Guest Engagement Module
Higher retention;
More repeat purchases;
Lower acquisition dependency
Presentation leakage
Tripian shareable itineraries & maps fuel active engagement
Operational
leakage
System & Integration
leakage
Presentation
leakage
Payment
leakage
What each side brings to the table
Tripian, the engine
40 million+
travelers under management
550+
destinations covered
4 million+
points of interest, validated
300,000+
bookable experiences
COAX, the integration partner
15+ years
in travel, logistics, and transport tech
90%
of our engineering team is mid- or senior-level
9001 and ISO 27001
ISO certified
4.9/5
rating on Clutch
What you get by building through COAX
One team for the engine and everything around it
Tripian brings the recommendation engine. COAX brings the frontend, the custom integration, and the delivery around it. We cover design, engineering, QA, and support.
No separate vendor search
Tripian's team is backend-focused. When you need frontend, design, or a custom integration, COAX builds it. Starting with COAX skips that extra step.
One point of contact
Instead of coordinating an engine provider and a development partner separately, one team owns the whole build end to end.
Built around your product, not a template
The engine is the same for everyone. What COAX builds around it (the UI, the integrations, the flow) is shaped around your product specifically.
Who this is for
What you get
An interface built around the recommendation flow, not awkwardly fitted into.
Tripian's API wired into your product, plus anything else it needs to talk to: booking, maps, payments, ride-hailing.
Tested under real usage, not just a demo environment.
Maintenance and iteration after launch, not a one-time handoff.
Frequently asked questions and answers
COAX and Tripian work closely together on client integrations. COAX handles the frontend, custom integration, and delivery work around Tripian's engine. Reach out, and we'll walk you through exactly how that collaboration works for your project.
Yes. Tripian's engine and COAX's integration work are separate parts of the build. We'll help you scope both as part of the conversation.
Yes, that's most of the work. The recommendation engine is one piece. Wiring it into your existing product and data sources is what COAX builds around it.
You can, but Tripian's team is backend-focused and often brings in a partner for frontend, design, or custom integration work anyway. Starting with COAX means you skip that extra step and start with the same team that would end up doing the build regardless.
It depends on scope. A white-label integration into an existing product can be staged in a matter of weeks. A fuller build, with custom UI and multiple data sources, takes longer. We'll give you a real timeline once we understand your product.
What I’ll do next?
1
Contact you within 24 hours
2
Clarify your expectations, business objectives, and project requirements
3
Develop and accept a proposal
4
After that, we can start our partnership
