Products that expire in hours, managed in real time
Bakeries and dairy retailers deal with the shortest shelf lives in retail. AI-powered wastage feedback loops learn from every discard and adjust your next order accordingly.
Every discard teaches the system to order smarter
When a baker discards 12 croissants at closing, that data feeds back into tomorrow's production plan. Over weeks, the system learns your waste patterns by day of week, weather, and season — then adjusts procurement suggestions to minimize overproduction.
- Waste logged by product, time, and reason
- Patterns detected: day-of-week, weather correlation
- Procurement adjusted automatically over time
- Staff feedback loop — override suggestions and the AI adapts
Waste detected
Tuesday: 14 croissants, 8 muffins discarded at 7 PM
AI learning
Tuesday pattern: 18% overproduction in pastries for 3 weeks
Adjusted order
Next Tuesday: reduce pastry production by 15 units
Ingredient cascade
When an ingredient expires, every recipe that uses it is at risk
Ingredient rollup tracks the cascade effect. If your cream expires in 2 days, the system flags every recipe that depends on it — cream puffs, tiramisu, milkshakes — and suggests production priorities to use up the ingredient before it's wasted.
- Recipe-level ingredient tracking
- Automatic cascade alerts when ingredients near expiry
- Production priority suggestions based on usage volume
- Waste cost attribution to ingredient level
Demand minus expected waste equals smarter orders
Most forecasting engines predict demand. Ours predicts demand and subtracts expected waste. If you historically waste 12% of Tuesday muffin production, the system factors that in — so you order ingredients for what you'll actually sell, not what you'll produce.
- Demand forecast with waste deduction built in
- Seasonal and day-of-week pattern recognition
- Production planning suggestions (what to bake, how much)
- Continuous improvement as waste data accumulates
Tuesday muffin forecast
Ingredient order
Flour: 13.2 kg, Eggs: 53, Milk: 8.4L
Savings vs. unadjusted: ~12% on ingredients
Built for your daily reality
Whether you're a standalone bakery or a dairy retail chain.
Morning bakery production
- AI suggests production quantities based on day, season, and waste history
- Ingredient availability check before production starts
- Real-time tracking of baked goods with hour-level expiry
- End-of-day waste logging closes the feedback loop
Dairy cold chain management
- Dairy products tracked with tight expiry windows
- FEFO enforcement at POS — oldest milk sold first
- Alerts when dairy products enter final 48-hour window
- Supplier return window tracking for unsold dairy
Stop throwing away profit every morning
Start a 14-day free trial. See how waste feedback loops reduce your bakery and dairy spoilage within the first week.