Your entire trip,
one conversation.
Operon is an AI travel agent that books hotels, flights, and restaurants through natural chat. No forms. No friction. Just tell it what you need.
How it works
Talk naturally.
We handle the rest.
Tell us what you need
Say "I need a hotel, flight, and restaurant in London for August" — or just one. The AI detects your intent and starts gathering details through conversation.
Review and select
The AI searches contracted providers, scores options against your preferences, and presents ranked choices as interactive cards. Click to select — no forms needed.
Pay and confirm
Provide your details once — the AI reuses them across bookings. Pay securely via Stripe. Real confirmation emails are sent to providers automatically.
Multi-category booking
Three industries.
One workflow.
Hotels
Search by destination, dates, budget, and room type. Scored by price fit, star rating, and capacity.
Flights
Find flights by route, date, cabin class, and budget. Cross-populated from hotel dates and destination.
Restaurants
Book by location, cuisine, time, and price range. Party size auto-filled from hotel guests.
Platform features
Built for travel
companies.
Multi-channel AI Agent
Same AI agent works on web chat and Instagram DMs. Every conversation flows into the operator dashboard.
Smart Cross-Population
Book a hotel, and the flight booking auto-fills destination, dates, and passengers. Personal info collected once.
Operator Dashboard
Real-time booking pipeline, per-booking detail pages, and the ability to step into any conversation as a human agent.
End-to-End Automation
From the first message to Stripe payment to provider confirmation email — fully automated. No manual steps.
Built with
A modern, production-grade stack
Frontend
Backend & Data
AI & Integrations
Project Status
Built for the hackathon.
Honest about its limits.
Operon was built in a hackathon with the resources available at the time. Some features are sandbox-only or use seed data instead of real provider APIs. Here's exactly what's running.
Fully functional
- • AI booking conversation flow (extraction, matching, options)
- • Multi-category cross-population (hotel → flight → restaurant)
- • Operator dashboard with real-time chat mirroring
- • Confirmation emails sent via Resend (real inboxes)
- • Trip summary cards
- • MongoDB-backed inventory + bookings
Sandbox / Test mode
- Stripe — test API keys; payments are simulated, no real charges
- Instagram DMs — limited to whitelisted tester accounts via Meta Graph API (production access requires app review)
- MongoDB inventory — manually seeded sample data for hotels, flights, restaurants
Not integrated
These require paid business partnerships not available during the hackathon:
- Flight inventory — Amadeus, Sabre, Travelport (GDS systems)
- Hotel inventory — Booking.com, Expedia, Hotelbeds (partner APIs)
- Restaurant reservations — OpenTable, Yelp Reservations, Resy
AI status
- Powered by Google Gemini, currently out of free-tier credits
- Self-hosting Llama 3.2 3B on AWS Free Tier was evaluated and isn't feasible (the smallest free instance has 1 GB RAM; the model needs ~2 GB even at Q4 quantization)
- The chat will resume working when credits are refilled or a paid tier is purchased
Ready to see it in action?
Try the AI booking agent yourself. No signup required.
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