Reinforcement Learning itinerary builder with real-time pricing and 3D route mapping

Hey everyone,

We've been building an app that designs trips in minutes — the kind of trips that normally take hours or even days to plan. It combines flights, hotels, and activities into the optimal route, saving you both time and money (think about all those countless hours you’ve spent on Booking or Skyscanner trying to figure out the best combo…).

This isn’t just another travel app. We’re actually combining Booking, Skyscanner, GetYourGuide, and 3D maps into one place. You'll get the full picture — flights, hotels, experiences, and hidden gems — all planned together so the whole trip just works.

The AI isn’t guessing either, it’s trained on real travel patterns from real people. We are using Reinforcement Learning, so AI basically learns your preferences as you interact with it. The more you use it, the smarter it gets, and the better it understands exactly what makes a trip great for you. It optimizes for timing, cost, and fun, giving you the best overall experience (as much as AI can ofc), not just the cheapest flight or the nicest hotel.

I came up with this idea because of my own trips — like when we were planning a weekend in Paris 🇫🇷. I realized picking flights and hotels separately never gave me the best experience, and I was wasting so much time comparing sites and options. I wanted a smarter way to do it, and that’s how this app was born.

We’re also adding a 3D map view, so you can drop all the spots you want to visit and instantly see your complete route. Every itinerary comes with a full breakdown of costs, so you know where your money goes and where you’re saving. You can even add different events, or special spots, and the AI weaves them naturally into your schedule.

The project is almost ready to launch! You can leave your email on the site and read about the product itself: https://waitlist-sand-nine.vercel.app/ for a special 20% discount, or just tell us what features you’d love to see.