Pathly is a context-aware navigation companion designed to help people—especially university students—make safer, more confident decisions about where to go and how to get there, particularly at night.
Unlike traditional map applications that optimize only for speed, Pathly optimizes for comfort, safety, and confidence, combining real-time signals, AI insights, and natural voice guidance.
https://devpost.com/software/pathly-254xnw
Finding the fastest route isn’t always the best choice—especially at night.
- Users don’t want to stare at maps while walking
- Quiet or poorly lit streets can feel unsafe
- Information overload increases anxiety
- Accessibility is often overlooked
Pathly shifts navigation from “fastest” to “best for you, right now.”
Designed for exploration and productivity.
- Ranked nearby places (cafés, libraries, gyms, coworking spaces)
- Clear status indicators (not busy/moderate / busy)
- Smooth map + list synchronization
- Live updates and dynamic re-ranking
Goal: Help users quickly decide where to go.
Designed for safety and reassurance.
- Multiple route options:
- 🛡️ Safest
- ⚖️ Balanced
- ⚡ Fastest
- Visual street-level activity indicators
- Clear explanations for route recommendations
- Reduced visual clutter and calmer UI
Goal: Help users feel confident while getting there.
Pathly integrates ElevenLabs to provide natural, human-like voice guidance, especially in Night Mode.
- Reduces screen dependency while walking
- Lowers cognitive load
- Improves accessibility (visually impaired users)
- Builds reassurance through tone, not just data
Example voice message:
“This route is slightly longer, but it has better lighting and more nearby activity.”
Voice transforms Pathly from a map into a companion.
Pathly uses AI to:
- Explain why a place or route is recommended
- Adapt suggestions based on time of day
- Support decision-making without overwhelming users
All AI outputs are explainable, contextual, and user-centric.
Instead of crime data or assumptions, Pathly uses street-level activity proxies:
- Nearby points of interest
- Road type and connectivity
- Human presence indicators
Street segments are visualized using intuitive color gradients—especially useful in Night Mode.
Pathly includes optional Web3 features powered by Solana:
- Wallet-based tipping for helpful reports
- Rewards for community contributions
- Lightweight, transparent incentive layer
- React + Vite
- @react-google-maps/api
- Tailwind CSS
- Framer Motion
- Node.js / Express
- MongoDB Atlas
- Google Maps & Places API — maps, routing, POIs
- ElevenLabs API — high-quality text-to-speech
- MongoDB — live data (users, places, routes, signals)
- Solana Web3 — optional rewards & tipping
- OpenStreetMap / Overpass — street network data
Frontend (React + Maps)
↓
Backend API (Node / Express)
↓
MongoDB (live app state)
↓ (async / analytics)
Snowflake (optional analytics layer)