Fragmented discovery
Travelers bounce between filters, tabs, and static grids while intent gets lost between channels.
AI-native infrastructure for travel commerce
The Infrastructure Layer for AI Travel Commerce
Intentra connects travel suppliers, distributors, and AI agents through a unified platform built for conversational booking and intelligent travel experiences.
Or follow the five-step demo walkthrough for supplier presentations.
Travel supply
Rates, inventory, rules, availability
Intentra
Intent orchestration layer
AI agents
Agentic commerce, orchestration, distribution APIs
The problem
Travel commerce was not built for agentic demand
Suppliers and distributors still stitch together legacy search, opaque APIs, and channel-specific merchandising while travelers expect conversational, personalized booking.
Supplier schema sprawl
Every wholesaler, bedbank, and OTA exposes different payloads — slowing AI and agent distribution.
Channel rebuild tax
Each new conversational surface forces distributors to re-integrate inventory, pricing, and policy logic.
The solution
One commerce layer from supplier inventory to AI-ready booking
Intentra sits between supply and demand — normalizing inventory, applying distribution logic, and returning explainable, bookable hotel options in mock mode today and sandbox suppliers tomorrow.
01
Normalize once
Map heterogeneous supplier payloads into a canonical hotel model with validated schemas.
02
Orchestrate intent
Turn natural-language trips into structured search, ranking, and merchandising decisions.
03
Distribute everywhere
Expose the same bookable outcomes to OTAs, AI agents, and white-label experiences.
Demo runs in mock mode — deterministic catalogs, no live credentials required.
Open Integration HubTravel DNA
Personalization that re-ranks results in real time
Travelers set up to eight preference chips. Intentra scores every hotel against destination, trip type, budget, and DNA — surfacing why each property fits before they open the detail drawer.
Family-friendly
+8 when matched
Luxury
+8 when matched
Beach
+8 when matched
City center
+8 when matched
Wellness
+8 when matched
Business
+8 when matched
Eco-conscious
+8 when matched
Nightlife
+8 when matched
Scoring formula
- Destination match (+12)
- Trip type alignment (+8)
- Budget fit (+10)
- Preference chips (up to +32)
- Quality & review signals (+6)
Supplier network
Four mock suppliers, one canonical hotel model
Each adapter maps supplier-specific payloads into CanonicalHotel — validated with Zod, ranked consistently, and ready for sandbox credentials when your team is live.
HBX Group Mock
hotelbeds-mock
HBX Group wholesale baseline catalog
WebBeds
webbeds-mock
+10% wholesale-style rates
Expedia
expedia-mock
−5% public strikethrough pricing
Amadeus
amadeus-mock
+5% offer-based metadata
Normalization layer converts every supplier response into shared search results — amenities, policies, images, and match reasoning included.
Integration HubAI concierge
From conversational intent to bookable hotel options
The concierge experience on /demo launches structured search. Results sync with the map, respect Travel DNA, and stay mock-safe for supplier presentations.
Step 1
Capture intent
"Family trip to Orlando for five nights near theme parks" — no rigid form fields required.
Step 2
Search & rank
Mock suppliers return normalized hotels; Travel DNA and scoring explain every match.
Step 3
Inspect & decide
Open the hotel detail drawer for amenities, policies, placeholder imagery, and AI reasoning.
Demo walkthrough
Five-minute path for supplier presentations
Follow this sequence to show conversational search, personalization, hotel merchandising, and integration readiness — all in mock mode.
- Explore Demo
Start with intent
Open the product demo and describe a trip in natural language — Orlando family vacation, Paris weekend, or your own scenario.
- Search Experience
Review ranked results
Jump to the search experience to see split-view results, synchronized map pins, and supplier-normalized hotel cards.
- Try personalization
Personalize with Travel DNA
Open Travel DNA from the header, select preference chips, and watch results re-rank with explainable match scores.
- Open Paris search
Inspect hotel details
Click any property card to open the detail drawer — amenities, policies, placeholder images, and why it matched.
- Integration Hub
Validate integration readiness
Use the Integration Hub to review mock supplier health, credential checklists, and onboarding steps for live sandbox cutover.
Tip for live demos: keep SUPPLIER_MODE=mock and run npm run smoke:local before your meeting to verify API health.
Product demo
Try the travel commerce demo
Explore the Intentra traveler experience with mock inventory — no live supplier credentials required. Search, personalize, and inspect hotels exactly as the platform will behave once sandbox suppliers are connected.
Mock mode active
Results come from normalized mock catalogs (Hotelbeds, WebBeds, Expedia, Amadeus). Prices, availability, and images are deterministic placeholders — not live supplier inventory.
Conversational search
Describe a trip in plain language and get ranked mock hotel results.
Travel DNA personalization
Set family, luxury, beach, and other preferences — results re-rank instantly.
Hotel detail drawer
Open a property to review amenities, policies, images, and AI match reasoning.
Supplier normalization
Four mock suppliers return the same catalog through a canonical hotel model.
Integrators: review credential readiness on /integration.
About Intentra
A commerce layer built for AI-native travel distribution
Demand is shifting from static search to agentic interfaces. Intentra gives suppliers and distributors the infrastructure to understand intent, surface accurate inventory, and power bookable outcomes across every channel.
01
Normalize supplier inventory
02
Expose agent-ready commerce APIs
03
Orchestrate policy and pricing
04
Confirm bookable outcomes
Why Intentra
Infrastructure designed for suppliers, distributors, and AI platforms
One layer that connects supply, orchestrates distribution logic, and enables agentic commerce — without rebuilding your entire stack.
Supplier Connectivity
Unify hotel wholesalers, bedbanks, and inventory platforms through one adapter layer — with canonical normalization across heterogeneous supplier schemas.
AI Commerce
Expose structured search, quote, hold, and booking endpoints that AI agents and platforms can call inside conversational commerce flows.
Distribution Intelligence
Encode margins, channel eligibility, commercial rules, and merchandising constraints into every commerce response at runtime.
Scalable Infrastructure
Enterprise-grade APIs, queue workers, circuit breakers, and observability — built for high-volume distribution and multi-tenant scale.
Platform
One infrastructure layer from inventory signal to confirmed booking
Intentra brings supplier systems, wholesale supply, OTA distribution, and AI-native commerce surfaces into a single graph designed for speed, context, and bookability.
Inventory normalization
Unify fragmented supplier feeds into structured, agent-readable inventory with availability, restrictions, fees, and booking requirements intact.
Policy and pricing logic
Encode margins, supplier rules, channel eligibility, payments, cancellation windows, and merchandising constraints into every commerce response.
Agent-ready APIs
Expose structured search, quote, hold, and booking endpoints that AI agents and platforms can reliably call inside agentic commerce flows.
Booking orchestration
Turn intent-rich recommendations into confirmed outcomes with availability checks, supplier handoff, confirmation, and post-booking operational context.
UI Service
Modular monolith architecture
API Service
Modular monolith architecture
Chat Service
Modular monolith architecture
Worker Service
Modular monolith architecture
Supplier Connectivity
Connect suppliers once. Distribute everywhere AI travel demand emerges.
Intentra links hotels, operators, wholesalers, DMCs, bedbanks, and inventory platforms to downstream commerce channels without forcing every supplier to rebuild for agent-driven demand.
Hotels
Tours
Wholesalers
DMCs
Intentra connectivity hub
Normalize · Enrich · Route · Book
OTAsAI agentsPlatforms
Supplier APIs, static content, rates, and allotments unified into one graph.
Channel-specific merchandising and commercial rules applied at runtime.
AI Commerce
Built for agentic interfaces across the distribution stack
Intentra converts natural-language demand into structured commerce actions — preserving context from discovery through availability, quote, payment handoff, confirmation, and service.
01
Understand intent
Capture preferences, constraints, party details, loyalty context, and commercial parameters from natural-language input.
02
Match inventory
Resolve demand against live supplier inventory, distribution rules, channel eligibility, and commercial priorities.
03
Quote with context
Return explainable options with pricing, inclusions, cancellation terms, availability confidence, and next actions.
04
Bookable outcome
Trigger booking, handoff, confirmation, and servicing events with commercial and operational context preserved end to end.
Built for the industry
Built by Travel Distribution Leaders
Intentra is founded by travel industry professionals with decades of experience across hotel distribution, supplier connectivity, revenue optimization, commercial strategy, and global travel technology.
Our mission is to bridge traditional travel infrastructure with the emerging world of AI-driven commerce.
DistributionConnectivityAI commerce
Early access
Currently Onboarding Launch Partners
Intentra is currently onboarding supplier integrations and strategic partners ahead of public availability.
Hotel suppliersWholesalersTravel distributorsOTAsAI platformsTechnology partners
Partner With IntentraContact
Bring AI-native travel commerce to your inventory, marketplace, or agent experience
Talk with Intentra about supplier connectivity, OTA distribution, agentic commerce, or infrastructure partnerships.
Platform sandbox for partners: Integration diagnostics