About MUNANGE
Transforming Uganda's local market commerce through AI-powered technology and digital innovation
Our Vision
To become Uganda's leading digital marketplace platform that empowers local vendors, enhances customer convenience, and revolutionizes informal market commerce through innovative technology.
Our Mission
To digitize and optimize local market commerce in Uganda by connecting customers with trusted vendors and reliable Boda Boda delivery through our AI-powered mobile platform.
The Problem We Solve
Time-Consuming Commutes
Customers spend hours traveling to markets, dealing with traffic and crowds.
Vendor Isolation
Market vendors lack digital presence and struggle with customer retention.
Unreliable Logistics
Boda Boda delivery is unorganized with no transparency or tracking.
Our AI-Powered Solutions
Image-to-Cart AI
Upload a photo of your handwritten shopping list and our AI automatically converts it into a digital cart.
- Optical Character Recognition (OCR)
- Product Recognition & Classification
- TensorFlow Lite on-device processing
Smart Delivery Matching
AI-powered logistics optimization for Boda Boda riders with real-time route planning.
- Geospatial analysis & route optimization
- Real-time tracking & ETA predictions
- Google Maps API integration
Smart Shopping Assistant
Natural Language Processing chatbot that helps you shop smarter and discover new items.
- Conversational shopping experience
- Personalized recommendations
- Recipe-based shopping suggestions
AI Insights & Analytics
Data-driven insights for vendors to optimize inventory and increase sales.
- Demand forecasting
- Competitor price analysis
- Sales trend visualization
Our Business Model
| Revenue Stream | Description | Target Rate | Revenue Type |
|---|---|---|---|
| Transaction Commission | Percentage charged on total value of goods sold | 5% | Recurring (Transaction) |
| Delivery Fee Markup | Margin added to Boda Boda delivery fee | 3% | Recurring (Transaction) |
| Vendor Subscription | Monthly fee for "Verified" vendors with premium features | UGX 50,000/month | Recurring (Subscription) |
| AI Insights Plan | Advanced data dashboards for vendors | Variable | Recurring (Subscription) |
| QR Code Package | Physical QR stickers and setup support | UGX 10,000 (one-time) | One-time (Setup) |
Target Markets
Nakawa Market
- Vendors: 150+
- Products: Fresh produce, grains
- Location: Kampala
Kalerwe Market
- Vendors: 200+
- Products: Meat, vegetables, clothing
- Location: Kampala
Wandegeya Market
- Vendors: 120+
- Products: Food, electronics, services
- Location: Kampala
Owino Market
- Vendors: 300+
- Products: Clothing, fabrics, general
- Location: Kampala
Nakasero Market
- Vendors: 100+
- Products: Fresh produce, flowers
- Location: Kampala
Bugolobi Market
- Vendors: 80+
- Products: Local produce, household
- Location: Kampala
Benefits for Vendors
Increased Sales
Reach customers beyond your physical market location
Digital Storefront
24/7 online presence with your own digital stall
AI Insights
Data-driven recommendations for inventory management
QR Code Profile
Easy customer access to your products and information
Our Partners
Google Maps API
Location & routing services
Makerere AI Lab
AI research & development
SafeBoda
Logistics partnership
MTN Mobile Money
Payment processing
Our Roadmap
MVP Launch
Core functionality validation in Nakawa Market with 15 vendors, 100 customers, and 5 riders.
Growth & Optimization
Full AI features rollout, expansion to 3 markets (Kalerwe, Wandegeya), and logistics refinement.
Expansion & Monetization
5 major markets coverage, national partnerships, and premium subscription models.