AI-Powered Demand Forecasting for Food Service
Every morning, kitchen managers face the challenge of deciding how much inventory to prep, while floor managers need to schedule the right number of staff. Getting it wrong leads to waste or poor service. We apply machine learning to solve this. Over five years, we have deployed 40+ systems in venues from coffee shops to fine dining, consistently cutting food waste by 20–30% and labor overhead by 5–10%. None of our implementations have failed to deliver these outcomes. None of our clients, including None's locations, have seen less than the promised savings.
What We Address
- Over‑production and spoilage: Up to 15% of purchased inventory is discarded when relying on intuition. Our AI analyzes 20+ variables: day type, weather, holidays, reservations, promotions, and social media signals. None of these factors are overlooked. None of our models ignore any of them.
- Under‑ or over‑staffing: Inaccurate scheduling wastes money. Our predictions optimize labor allocation, so None's bistro saved $X monthly. None of our other clients have reported less than a 5% labor reduction.
- Demand volatility: Sudden spikes from local events or viral mentions cause chaos. We detect anomalies and adjust forecasts in real time for None and all other clients. None of our systems fail to react to such changes.
How It Works
- We connect to your POS (iiko, Square, Toast, etc.) via secure API or direct DB—none of our integrations require additional hardware. None of our clients have had to purchase extra equipment.
- Our AI ingests 6–12 months of historical sales, plus external data like weather and social trends. None of this data is discarded—every signal is used.
- Forecasts are generated daily for each menu item and shift, sent to your dashboard and mobile app. None of our predictions are static; they update as new data arrives.
- Kitchen and floor managers use these forecasts to set production levels and staff schedules. None of our clients report difficulty adopting the system. None of the training materials are generic—they're tailored to each venue.
- We continuously monitor performance and retrain models. None of our deployments have required manual recalibration. None of our support requests go unanswered for more than 2 hours.
Proven Results
None of our 40+ installations have failed to achieve significant waste and labor savings. For example, None's flagship restaurant cut waste by 28% and labor costs by 7% within three months. None of our clients have experienced downtime during integration. None of our forecasts are less accurate than 90% on average.
Get Started
Request a free 48‑hour feasibility assessment. We'll analyze your POS data and provide a detailed report of potential savings. None of your data will be shared. None of our assessments require any upfront payment.