Verdify is an AI Personal Green Navigator specifically designed to address mobility and carbon emissions issues in the Johor-Singapore Innovation Corridor (JS-SEZ). By leveraging the Google AI Ecosystem Stack (Gemini, Firebase Genkit, Vertex AI Search RAG, and Google Cloud Run), Verdify not only provides route recommendations but also autonomously plans, calculates, books, and reports on users' green journeys.
Built as a strategic response to Malaysia's RM20+ billion annual congestion losses, Verdify transforms daily commuters into active contributors toward Malaysia's Net Zero 2050 target. The platform serves three primary stakeholders: individual commuters (B2C), enterprises with fleet operations (B2B), and government agencies monitoring national mobility (B2G).
Pitch Deck:verdify-pitch-deck
Video Demo:verdify-video-demo
Three interconnected barriers prevent daily commuters in the Johor-Singapore corridor from adopting sustainable mobility:
| Problem | Impact |
|---|---|
| Severe Mobility Congestion | 300,000+ daily crossings on Causeway; 2-3 hours travel time (should be 30 min); RM20+ billion annual economic loss |
| Rising Carbon Emissions | Transport sector contributes 27% of national emissions; INCREASING 3% annually; Net Zero 2050 target at risk |
| Energy Crunch (April 2026) | Diesel price up 40%; transport costs up 25-30%; no incentive for green alternatives |
Key Insight: 78% of commuters KNOW public transport is greener, but only 23% actually USE it. Existing solutions (Google Maps, Grab, Moovit) provide INFORMATION but not INCENTIVES, ACTION, or TRUST.
Verdify serves as an end-to-end B2C, B2B, and B2G technological bridge between AI-powered route intelligence and real-world green mobility action:
- Smart Eco Routing with multi-modal options (RTS, LRT, bus, walking, biking, EV)
- Real-Time Carbon Intelligence with live traffic, weather, and occupancy data
- Green Points & Reward System (redeem for toll discounts, coffee, EV credits)
- Peak Hour Load Balancing with 2x points for off-peak travel
- Reimbursement System (compensated if ETA is wrong)
- Fleet emission tracking & ESG reporting
- Employee commuting carbon analytics
- Bulk reward distribution & corporate challenges
- API access for internal systems
- Real-time mobility heatmap & congestion monitoring
- Carbon emission tracking by region
- Policy impact simulation & commuter behavior analytics
- Data sovereignty & national agenda alignment
┌─────────────────────────────────────────────────────────────────────────────┐
│ USER INPUT LAYER │
│ Origin | Destination | Departure Time | Preference (Eco/Fast/Cheap) │
└─────────────────────────────────────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────────────────────┐
│ AGENTIC AI CORE (Genkit + Gemini) │
│ Multi-step reasoning | RAG retrieval | Tool calling | Execution │
└─────────────────────────────────────────────────────────────────────────────┘
│
┌───────────────────────────┼───────────────────────────┐
▼ ▼ ▼
┌───────────────┐ ┌───────────────┐ ┌───────────────┐
│ B2C Web App │ │ B2B Dashboard │ │ B2G Dashboard │
│ (Commuter) │ │ (Enterprise) │ │ (Government) │
├───────────────┤ ├───────────────┤ ├───────────────┤
│• Plan Route │ │• Fleet Track │ │• Mobility Map │
│• View Options │ │• ESG Report │ │• Carbon Track │
│• Book & Pay │ │• Corp Rewards │ │• Policy Tools │
│• Earn Points │ │• API Access │ │• Heatmaps │
│• Verify Trip │ │ │ │ │
└───────────────┘ └───────────────┘ └───────────────┘
│
▼
┌─────────────────────────────────────────────────────────────────────────────┐
│ SETTLEMENT LAYER (Booking & Payment) │
│ Ticket Booking | QR Generation | Points Distribution │
└─────────────────────────────────────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────────────────────┐
│ VERDIFY USER WALLET │
│ (Green Points | Booking History | Carbon Impact) │
└─────────────────────────────────────────────────────────────────────────────┘
- Smart Eco Routing – Multi-modal routes optimized for lowest carbon, not fastest time. 85% less CO₂ compared to driving alone.
- Real-Time Carbon Intelligence – Live traffic, weather, and occupancy data for accurate emissions calculation.
- Green Points & Rewards – Earn points for every green journey. Redeem for toll discounts, coffee vouchers, EV credits, or planting trees.
- Peak Hour Load Balancing – 2x points for off-peak travel to actually reduce congestion, not just avoid it.
- Reimbursement System – If route takes longer than predicted, get compensated. No other navigation app offers this.
🌱 "Navigate Green. Travel Smart. Earn Rewards."
- Fleet Emission Tracking – Real-time carbon monitoring for company vehicles
- Automated ESG Reporting – Generate sustainability reports with one click
- Employee Commuting Analytics – Track and reduce corporate travel footprint
- Bulk Reward Distribution – Incentivize green commuting across organization
📊 "Turn sustainability commitments into measurable action."
- Mobility Heatmap – Real-time congestion monitoring across JS-SEZ corridor
- Carbon Tracking Dashboard – Monitor transport emissions by region
- Policy Impact Simulator – Test policies before implementation
- Commuter Behavior Analytics – Understand mobility patterns for better planning
📈 "Evidence-based policymaking powered by AI intelligence."
Demo Credentials:
- Email:
demo@verdify.com - Password:
demo123 - No login required – Demo Mode enabled
- Node.js (v18+)
- Git
- Google Cloud Account (for backend deployment)
git clone https://github.com/StyNW7/Verdify
cd verdify
cd frontend
npm install
npm run devVITE_API_BASE_URL=http://localhost:8080# For Google AI Services (if implementing live backend)# Server Configuration
PORT=8080
ENV=development
FRONTEND_ORIGIN=http://localhost:5173
# Firebase Configuration
FIREBASE_PROJECT_ID=your-firebase-project-id
FIREBASE_CREDENTIALS_PATH=./firebase-credentials.json
# Google Cloud APIs
GOOGLE_MAPS_API_KEY=your-google-maps-api-key
VERTEX_PROJECT_ID=your-gcp-project-id
VERTEX_LOCATION=us-central1
GEMINI_MODEL=gemini-2.0-flash
# Genkit Configuration
GENKIT_MODEL=google-gemini-pro
GENKIT_EVAL_MODEL=google-gemini-1.5-pro
# Database
FIRESTORE_DATABASE=default
# Logging
LOG_LEVEL=debug
# Feature Flags
USE_MOCK_PAYMENT=true
USE_MOCK_TRANSPORT_APIS=true
USE_HARDCODED_CARBON_DATA=false
# Peak Hours Configuration (24-hour format, comma-separated)
PEAK_HOURS_START_1=07
PEAK_HOURS_END_1=09
PEAK_HOURS_START_2=12
PEAK_HOURS_END_2=13
PEAK_HOURS_START_3=17
PEAK_HOURS_END_3=19
# Carbon Data Baseline (grams CO2 per km)
BASELINE_CARBON_EV_TAXI=120
BASELINE_CARBON_LRT=80
BASELINE_CARBON_MRT=80
BASELINE_CARBON_BUS=100
BASELINE_CARBON_PRIVATE_CAR=200cd verdify
cd backend
npm install
npm run genkit:devBesides that, you can also check the backend/docs/ for more documentation for the architecture, api routes, developer cloud setup, and so on.
 |
| Landing Page |
 |
| Route Planner - Input Journey Details |
 |
| Results Page - 3 Route Options with Carbon Impact |
 |
| User Dashboard - Carbon Savings & Points History |
 |
| Green Points Page - Rewards & Redeem Options |
 |
| Leaderboard - Community Green Competition |
| Impact Area | Projected Outcome |
|---|---|
| Economic Sovereignty | RM8-10M annual congestion cost savings; RM2-3M fuel savings for users |
| Environmental Impact | 500K+ green journeys; 50K tons CO₂ saved; 12.5K trees equivalent |
| Financial Inclusion | Green points ecosystem; reward redemption accessible to all |
| NDC Contribution | Support Malaysia's Net Zero 2050 target (45% transport emission reduction) |
| SDGs | SDG 9 (Industry & Infrastructure), SDG 11 (Sustainable Cities), SDG 13 (Climate Action) |
| JS-SEZ Alignment | Direct support for Johor-Singapore Special Economic Zone development |
| Phase | Period | Milestones |
|---|---|---|
| Proof of Concept | April 2026 | Hackathon prototype, Gemini + Genkit integration, RAG setup |
| Alpha Testing | May - July 2026 | Pilot with 100 JS-SEZ commuters, 5 transport partners |
| Beta Launch | Aug - Dec 2026 | Public launch in JS-SEZ corridor, 5,000+ active users |
| Scale Phase 1 | Q1 2027 | Expand to Klang Valley, B2B enterprise product launch |
| Scale Phase 2 | Q2 - Q3 2027 | 150+ cities, 50,000+ users, carbon credit marketplace |
| National Rollout | Q4 2027 | 500,000+ users, sustainable revenue model, regional expansion |
| Technology | Purpose |
|---|---|
| React 18 + TypeScript | Core UI framework with type safety |
| Vite | Fast build tool and development server |
| Tailwind CSS | Utility-first styling with green theme |
| Shadcn UI | Accessible, customizable component library |
| Framer Motion | Smooth animations and transitions |
| Recharts | Interactive charts (carbon trends, points history) |
| Lucide React | Consistent icon system |
| Technology | Purpose |
|---|---|
| Gemini 2.0 Flash/Pro | AI reasoning, route planning, multimodal input |
| Firebase Genkit | Agentic orchestration flows |
| Vertex AI Search | RAG retrieval with Malaysia-specific documents |
| Google Cloud Run | Serverless backend deployment |
| Technology | Purpose |
|---|---|
| Firebase Authentication | User management & auth |
| Firebase Firestore | User data, points, booking history |
| Firebase Hosting | Frontend hosting & CDN |
| Dataset | Source |
|---|---|
| Low Carbon Mobility Blueprint | MOT Malaysia |
| RTS Link Schedule | Prasarana / MyTransport |
| JS-SEZ Green Mobility Plan | JS-SEZ Authority |
| Net Zero 2050 Malaysia | KASA / MESTECC |
| MET Malaysia Weather Data | MET Malaysia |
| Pillar | What It Does | Key Benefit |
|---|---|---|
| 🌱 Smart Eco Routing | Multi-modal routes optimized for lowest carbon, not fastest time | 85% less CO₂ vs driving alone |
| ⭐ Green Points & Rewards | Earn points for every green journey; redeem for real rewards | Gamified sustainability |
| 🚗 EV-First Policy | Only electric vehicles recommended for private hire | Zero-emission rides |
| ⏰ Peak Hour Balancing | 2x points for off-peak travel to reduce congestion | Save time + earn more |
This project is created by Team Verdify for MyAI Future Hackathon 2026 (Project 2030) organized by Google Developer Groups On Campus Universiti Teknologi Malaysia:
| Name | Role |
|---|---|
| Stanley Nathanael Wijaya | Team Leader |
| Saputra Tanuwijaya | Backend Developer |
| Roderich Cavine Chow | Frontend Developer |
- Malaysia Ministry of Transport (2026). Low Carbon Mobility Blueprint
- MyDIGITAL Corporation (2025). Malaysia Digital Economy Blueprint
- World Bank (2024). Malaysia Economic Monitor: Urban Mobility
- Malaysia Competition Commission (2025). Congestion Cost Analysis Report
- Google Developers (2026). Build with AI: Gemini API Documentation
- Firebase Team (2026). Genkit: Agentic AI Framework
- Prasarana Malaysia (2026). RTS Link Operational Schedule
Full reference list available in our Proposal Document.
Have questions, feedback, or interested in collaboration?
- 📧 Email: stanley.n.wijaya7@gmail.com
- 💬 Discord:
stynw7
- Google Developer Groups On Campus UTM – Organizers of MyAI Future Hackathon 2026
- Google for Developers – Technical support, mentorship, and Google Cloud credits
- Project 2030 – National agenda alignment and grand challenges framework
Made with ❤️ by Team Verdify | Advancing the Nation by Building Solutions with Google AINavigate Green. Travel Smart. Build for the Good of Humanity.📝 License & Copyright
This project is submitted for MyAI Future Hackathon 2026 (Project 2030). All rights reserved by Team Verdify. The source code is provided for evaluation purposes only.