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WandR - AI Agent Trip Planner

Where will you wandr today? Tell WandR what you're in the mood for — it plans the perfect exploration route.

WandR Home Screen     WandR Trip Results     WandR Map Route

Download on the App Store
go.fabswill.com/wandr-ios

App Store Issues License: MIT (Docs)


What is WandR?

Most trip planners ask "Where do you want to go?" — WandR asks "What do you want to do?"

WandR is an AI-powered trip planner for explorers without a fixed destination. Just describe what you're in the mood for in plain English, and WandR's AI agents plan an optimized loop route with curated stops — then hand off to Apple Maps for turn-by-turn navigation.

"Find breweries, 2 hours, motorcycle, from Baltimore" "Scenic viewpoints, 3 hours, car, from Annapolis" "Walking food tour, 1 hour, from Georgetown" "Romantic dinner spots, 90 minutes, from Bethesda"

No searching. No scrolling through lists. Just tell WandR what sounds good and go.


See It in Action

WandR Trip Plan - 5 stops in Annapolis      WandR Map - Real road routes with numbered pins

Left: AI plans a 5-stop scenic tour of Annapolis. Right: Real road routes rendered on native MapKit.


Feature Highlights

  • Natural Language Trip Planning — Describe your mood, time, transport, and starting point. WandR handles the rest.
  • AI-Optimized Loop Routes — Every trip is a loop. You always end up back where you started.
  • Native Apple Maps Integration — Real road routes (not straight lines) via MapKit. One tap to open in Apple Maps for navigation.
  • GPS Auto-Detection — WandR knows where you are. Just say what you want to do.
  • Multi-Modal Travel — Motorcycle, car, or on foot. WandR plans for how you're getting there.
  • Conversational AI — If your query is vague, WandR asks follow-up questions to refine the plan.
  • Stop Management — Don't like a stop? Swipe to remove it. Your route recalculates.
  • Privacy-Respecting — No accounts, no tracking, no ads. Trip data is processed in-memory and never stored.

Perfect For

Who Use Case Example
Motorcyclists Scenic rides, brewery crawls, winding road adventures "Brewery tour, 3 hours, motorcycle, from Columbia"
Road Trippers Spontaneous day trips, family outings, food tours "BBQ joints, 2 hours, car, from DC"
Walkers & Hikers Neighborhood exploration, walking tours "Coffee shops and bookstores, 1 hour, walking, Georgetown"
Tourists First-day-in-city discovery, cultural exploration "Historic landmarks, 4 hours, car, from Union Station"
Date Planners Unique date itineraries "Romantic restaurants with a view, 2 hours, from Bethesda"

How It Works

  1. Tell WandR what you want — Type a natural language query describing your mood, time budget, transport mode, and starting point
  2. AI agents parse your intent — An orchestrator agent extracts activity type, duration, travel mode, and location from your request
  3. Locations are discovered — A location scout agent finds relevant, curated stops that match your request
  4. Route is optimized — A route optimizer plans the most efficient loop using a greedy TSP algorithm
  5. Map shows your adventure — See your complete route with numbered pins on a native MapKit map with real road routes
  6. Navigate with Apple Maps — Tap any stop to get turn-by-turn directions via Apple Maps

Pricing

Tier What You Get
Free 10 trip plans — no account required
WandR Pro Unlimited trip plans via monthly subscription

Subscriptions are managed by Apple. Cancel anytime in iOS Settings.


Privacy First

WandR is designed with privacy at its core:

  • No accounts — No email, no sign-up, no personal identity collected
  • No tracking — No analytics, no IDFA, no cross-app tracking
  • No ads — Ever
  • No data storage — Trip queries are processed in-memory and discarded after your route is returned
  • Minimal permissions — Location is the only permission, and it's optional (you can type a starting point instead)

Read the full Privacy Policy and Terms of Service.


FAQ

Is WandR free? Yes! You get 10 free trip plans with no account required. After that, WandR Pro gives you unlimited trips via a monthly subscription.
Does WandR work offline? No. WandR requires an internet connection to communicate with the AI backend and generate trip plans. Once your route is displayed, you can hand off to Apple Maps for navigation.
Can I search for a specific place, like "take me to Elder Pine Brewing"? Not yet. WandR is a discovery tool — it's designed to find places you didn't know about, not navigate to a specific destination. Think of it as "what kind of adventure do I want?" rather than "take me to X." If you already know where you want to go, Apple Maps or Google Maps is the right tool. Say something like "Find breweries, 2 hours, motorcycle, from Columbia" and WandR will surprise you with great spots nearby.
How accurate are the AI suggestions? WandR uses a combination of real location data and AI to find stops for your trip. Most suggestions are real, verified places. However, AI suggestions may not reflect very recent openings or closures — always verify a destination is open before making it your primary plan, especially for longer rides.
What makes a good WandR query? The best queries describe what you're in the mood for, not a specific place. Include an activity, how long you have, and how you're traveling. Great examples:
  • "Brewery tour, 3 hours, motorcycle, from Columbia"
  • "I want to explore some scenic spots on my motorcycle for about 4 hours starting from home"
  • "Find me good restaurants near DC, 2 hours by car"
You can use natural language — you don't have to follow a strict format.
What if I don't like one of the stops? Swipe to remove any stop you don't want. Your route stays optimized with the remaining stops.
Do I need to share my location? No. Location permission is optional. If you deny it, you can type your starting point manually (e.g., "from Baltimore" or "from 123 Main St").
What transport modes are supported? Motorcycle, car, and walking. Just include it in your query (e.g., "motorcycle" or "on foot").
Can I use WandR outside the US? WandR works anywhere Apple Maps has coverage. The AI agent will find locations globally, though coverage is best in the US.
How do I cancel my subscription? Go to iOS Settings → [Your Name] → Subscriptions → WandR → Cancel. Apple handles all billing.
Does WandR sell my data? No. We don't sell, share, or monetize your data in any way. See our Privacy Policy.
What iOS version do I need? iOS 17.0 or later.

Technical Details

Component Details
Platform iOS 17.0+
Framework SwiftUI
Maps MapKit (native — no Google Maps dependency)
Architecture MVVM
Backend Python, FastAPI, Azure Container Apps
AI Multi-agent swarm (Orchestrator + Location Scout + Route Optimizer)
LLM OpenAI GPT-4o-mini
Routing Greedy TSP algorithm (custom)
Subscriptions RevenueCat + Apple StoreKit 2
Observability OpenTelemetry, Azure Monitor

Roadmap

We're actively improving WandR. Here's what's on the horizon:

  • Real-time location search — Bing Grounding via Azure AI Foundry for up-to-the-minute location data
  • Trip history — Save and revisit your favorite routes
  • Share trips — Send your planned routes to friends
  • Favorites — Star stops you loved for future trips
  • Multi-day trips — Plan adventures that span multiple days
  • More transport modes — Bicycle support, public transit awareness

Have an idea? Request a feature.


Feedback & Support

This is the community hub for WandR. Use it to:

Email: support@adotob.com Response time: Within 48 hours


License

The documentation in this repository is licensed under the MIT License. The WandR iOS app itself is proprietary software owned by Adotob LLC.


About

Built by Fabian G. Williams (@fabianwilliams) 7x Microsoft MVP | Principal PM | AI/Agent Systems Enthusiast

WandR is developed by Adotob LLC — Maryland, United States

Also by the same developer:


Quick Links

Link Description
App Store Download WandR
Short Link go.fabswill.com/wandr-ios
Report a Bug Found something broken?
Request a Feature Have an idea?
Privacy Policy How we handle your data
Terms of Service Usage terms
Contributing How to participate

Launched March 2026 | Made with AI-augmented development using Claude Code

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Community hub for WandR - AI-powered adventure trip planner for iOS. Bug reports, feature requests, privacy policy, and documentation.

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