Gumasto is an AI-powered retail intelligence system designed to help store owners reduce losses, improve profit margins, and make data-driven decisions across inventory, pricing, demand forecasting, waste management, shelf placement, and brand replacement.
Retail businesses lose revenue daily due to over-stocking, wrong pricing, expiry, and poor shelf planning.
Gumasto transforms raw retail data into real-time intelligence.
- 📊 Dashboard – Business health snapshot
- 📦 Inventory – Expiry & risk detection
- 💸 Discounts – AI powered dynamic pricing
- 📈 Trends – Demand forecasting
- ♻ Waste Management – Smart disposal actions
- 🛒 Placement – Shelf optimization
- 🏷 Comparison – Brand performance intelligence
| Metric | Description |
|---|---|
| Inventory at Risk | Items nearing expiry |
| Waste Reduced | % reduction through AI actions |
| Revenue Saved | Profit preserved via early intervention |
| Fast Moving Products | High-demand SKUs |
AI Highlights:
- Expiry Risk Alerts
- Demand Surge Prediction
- Layout Optimization Suggestions
| Metric | Meaning |
|---|---|
| Total SKUs | All tracked products |
| High Risk Items | Products nearing expiry |
| Safe Inventory | Products with healthy shelf life |
| Avg Shelf Life | Average remaining life |
Products are automatically classified into High / Medium / Safe Risk.
AI determines optimal discounts based on:
- Expiry risk
- Sales velocity
- AI sensitivity tuning
| Metric | Meaning |
|---|---|
| Products Discounted | Items currently discounted |
| Avg Discount | Average price reduction |
| Waste Reduction Impact | % reduction in waste |
| Metric | Meaning |
|---|---|
| Predicted Growth | Expected sales increase |
| High Demand Category | Fastest growing category |
| Underperforming SKUs | Products losing demand |
| Action | Meaning |
|---|---|
| Dispose | Expired items |
| Donate | Surplus inventory |
| Discount | Near-expiry products |
| Sale | Flash sale suggestions |
Shelf optimization zones:
- Top / Mid / Bottom × Left / Center / Right
- Checkout Zone
Brands evaluated on:
- Sales Velocity
- Profit Margin
- Customer Preference
- Expiry Risk
- AI Performance Score
| Column | Description |
|---|---|
| Product_name | Product name |
| Brand | Brand name |
| Category | Product category |
| Price | Selling price |
| Stock | Quantity |
| Units_sold | Sold Units |
| Expiry_date | YYYY-MM-DD |
Max file size: 500MB
Frontend: HTML, CSS, JavaScript, Bootstrap
Backend: Node.js, Express
AI / ML: Python
Database: MongoDB
git clone https://github.com/Freny07/Retail-AI
cd Gumastocd backend/node-api
npm install
npm run devcd frontend
npm install
npm run devGumasto – Your AI powered retail growth partner. 🚀