Advanced Demand Forecasting & Dynamic Pricing
Predict sales patterns, optimize menu pricing in real-time, and maximize revenue with data-driven analytics.
Overview
The forecasting system analyzes your restaurant's patterns and provides actionable intelligence:
| Capability | Description |
|---|---|
| Demand Forecasting | Predict covers, items, and revenue |
| Dynamic Pricing | Optimize prices by daypart/day |
| Promotion Engine | Test and measure promotions |
| External Factors | Weather, events, holidays |
| Real-Time Adjustments | Live pricing changes |
┌─────────────────────────────────────────────────────────────────┐
│ FORECASTING DASHBOARD │
├─────────────────────────────────────────────────────────────────┤
│ │
│ TOMORROW'S FORECAST (Saturday, Jan 25) │
│ ───────────────────────────────────────────────────────────── │
│ │
│ Predicted Covers: 285 (+15% vs last Sat) │
│ Predicted Revenue: $12,450 │
│ Confidence: 94% │
│ │
│ KEY FACTORS │
│ • NFL Playoff game at 4:30pm (+22% expected) │
│ • Weather: Clear, 45°F (neutral impact) │
│ • No competing local events │
│ │
│ RECOMMENDATIONS │
│ ┌───────────────────────────────────────────────────────────┐ │
│ │ Stock extra wings (+40 lbs) - sports demand │ │
│ │ Add 2 servers for 4-9pm window │ │
│ │ Enable game day pricing (+$2 on appetizers) │ │
│ └───────────────────────────────────────────────────────────┘ │
│ │
│ [Apply Recommendations] [View Full Forecast] │
│ │
└─────────────────────────────────────────────────────────────────┘
Getting Started
| Guide | Description |
|---|---|
| Setup | Configure forecasting, data requirements, and external factor integrations |
| Interpreting Forecasts | Read forecasts, understand predictions, and take action |
| Dynamic Pricing | Configure dynamic pricing rules, price elasticity, and promotions |
Voice Commands
| Command | Action |
|---|---|
| "What's tomorrow's forecast?" | Get next day prediction |
| "Enable happy hour pricing" | Activate happy hour rule |
| "Pause dynamic pricing" | Stop all adjustments |
| "What's the forecast accuracy?" | Get accuracy stats |
Troubleshooting
Forecasts Inaccurate
- Check data quality (complete POS data?)
- Verify external factor integration
- Review recent outlier events
- Allow more learning time (90 days minimum)
Pricing Not Applying
- Verify rule is active and scheduled
- Check item/category assignments
- Confirm no manual override active
- Review price floor/ceiling conflicts
Customer Complaints
- Review specific transaction
- Check if price was displayed correctly
- Consider loyalty member exception
- Document for rule refinement
Related Guides
- Menu Pricing - Base price configuration
- Sales Reports - Historical analysis
- Marketing & CRM - Customer targeting
- Inventory Planning - Stock based on forecasts