AI forecasting
AI restaurant forecasting
Know what will sell tomorrow, how much to prepare and when the rush will hit, learned from your own orders.
14-day free trial. No credit card needed.
Last updated
What you get
- Sales for the next 7 days, with a likely range, set against what actually happened.
- Prep quantities: how many portions of each item to prepare tomorrow, with a small buffer.
- Busy hours: the periods you are likely to peak, so staff and prep are ready.
- Plain-language suggestions, such as items guests often buy together.
How it works, in short
DineMate learns from your own order history and adds local weather and the Indian festival calendar. A gradient-boosted model is blended with a simple same-weekday average, and the mix is chosen by testing on recent days the model has not seen. If the model does not beat the plain average for your restaurant, DineMate leans on the average. Models retrain every day.
What it needs and what it cannot do
You need at least 28 days of order history to start. Forecasts are estimates with a range, not guarantees, and they are only as good as the history behind them. A new restaurant with little data will see wider ranges.
Why it is on its own plan
Forecasting is the Intelligence plan. See how the maths works out on the pricing section.
// Features
The features behind it
Each one has its own page with the details.
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AI demand forecasting Intelligence
Tomorrow's sales, how many portions to prep, and when the rush will hit, learned from your own orders plus weather and festivals.
Learn more -
Sales analytics
See revenue, best sellers, payment mix and your busiest hours, with comparisons to the previous period.
Learn more
// FAQ
Common questions
Short answers for this page. Want more? Write to us below.
01How much history does forecasting need?
At least 28 days of orders. More history generally narrows the range.
02Are the forecasts guaranteed?
No. They are estimates with a likely range, tested on recent unseen days, and they improve as your data grows.
Built for
Works with
- Any UPI app
- Open-Meteo weather
- Firebase push
Start your 14‑day free trial
Set up your restaurant, print your table QR codes and take your first order today. Change or cancel your plan any time.
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