Volatile inventory
Availability, price, restrictions, upgrades, and service conditions can change between question and action.
Guest journey
Serve the guest across every change of plan.
We build travel and hospitality products that understand live availability, policy, loyalty, guest context, and operating conditions—then help customers and staff take the next valid action.
Discuss a real use caseLive product model
01
Search
02
Book
03
Arrive
04
Stay / travel
05
Recover
Where the work breaks
Travel is a chain of perishable inventory and time-sensitive promises. Useful AI must retrieve live facts, respect fare and property rules, and hand off gracefully when disruption or guest needs exceed automation.
Journey fragmentation
Search, booking, payment, transport, arrival, stay, service, and loyalty data sit across multiple operators and systems.
High-stakes disruption
Weather, delays, overbooking, maintenance, and local events create bursts of urgent, emotional demand.
Systems we can build
Products that stay useful when the itinerary changes.
Booking, operations, service, and guest communication draw from live inventory and policy—not a disconnected knowledge bot.
PRODUCT 01
Booking and rebooking assistant
Translate preferences into valid options, retrieve live terms, compare trade-offs, and execute only authorized changes.
DeliversBookable option or confirmed change with terms
PRODUCT 02
Guest service and concierge
Resolve property and destination questions, coordinate requests, and route safety, accessibility, or service recovery needs.
DeliversResolved request or contextual staff task
PRODUCT 03
Disruption operations
Identify impacted travelers, prioritize needs, generate viable recovery options, and maintain consistent communication.
DeliversPrioritized recovery plan and message trail
PRODUCT 04
Revenue and demand intelligence
Forecast constrained demand, monitor pace and market signals, and prepare explainable rate or inventory recommendations.
DeliversForecast range and commercial action queue
Product spotlight
A disruption assistant with permissioned actions
When a flight, room, or transfer changes, the product evaluates eligible options, explains trade-offs, executes allowed changes, and hands complex cases to staff.
Inventory and ratesTraveler profileFare or property rules
Decision workspace
1SearchReady
2BookReady
3ArriveReady
4Stay / travelReview
Who it serves
The journey looks different from every desk.
Guests
Relevant options, clear policies, and continuity across channels.
Agents
Complete trip context and actionable recovery choices.
Property teams
Arrivals, preferences, service requests, and task priority.
Revenue teams
Demand, availability, price, and displacement context.
Existing ecosystem
Connect reservation, inventory, property, loyalty, and service.
We preserve systems of record and add a permissioned product layer for retrieval, orchestration, review, and action.
01CRS, PMS, and booking engines
02GDS and distribution APIs
03Revenue management
04Loyalty and CRM
05Payments and identity
06Contact center and workforce tools
Product safeguards
Controls designed for travel & hospitality work.
01
Live-data validation
Reconfirm price, availability, terms, and status immediately before commitment.
02
Identity and payment
Use strong verification and PCI-aligned payment flows outside model context.
03
Accessibility and safety
Escalate medical, accessibility, security, and vulnerable-traveler needs to qualified staff.
04
Service recovery bounds
Encode compensation limits, approval tiers, and exception ownership.
What improves
Measured in the operation.
01Self-serviceRequests fully resolved without repeat contact
02Booking qualityCompleted bookings, changes, and avoidable abandonment
03DisruptionTime to viable recovery and traveler notification
04Guest effortContacts, transfers, and time to resolution
05CommercialNet revenue after cancellations, displacement, and service cost
06AccuracyIncorrect availability, policy, entitlement, or destination answers
Before you build
Questions about live inventory, actions, handoffs, and personalization.
Can an assistant actually change a booking?+
Yes, for explicitly supported actions. Identity, eligibility, repricing, payment, confirmation, and rollback are enforced through transactional tools rather than trusted to generated text.
How do you keep rates and availability accurate?+
The assistant retrieves volatile facts from authoritative reservation and distribution systems at request and confirmation time instead of relying on model memory.
Can it support multiple languages and properties?+
Yes. We separate brand-wide policy from property-specific knowledge, maintain terminology and localization workflows, and evaluate each language before release.
Where is the strongest first use case?+
A narrow, high-volume journey with clear policies and actions—such as reservation questions, pre-arrival requests, or disruption triage—is usually the best starting point.
Bring us the hard part