aiR intelligenceSeries
Demand Forecast
Branch-based daily and hourly sales forecast by weather, Ramadan, holidays and location type.
How Does It Work?
aiR R intelligence demand forecasting produces a specific forecast for each branch through a 4-tier analysis process.
Past Pattern Analysis
Basic sales patterns such as day of the week, seasonality and long-term trend are extracted. The model is created with a minimum of 4 weeks of data.
External Factor Integration
Weather, Ramadan, public holidays, local events and campaign calendars are added to the model.
Branch Type Modeling
Shopping mall, street, university, airport and take-away branches are analyzed with separate models according to different behavioral patterns.
Hourly Granularity
The daily total estimate is produced, as well as the hourly breakdown. Peak and dead watches are automatically detected.
External Factors
Historical data alone is not enough. We integrate signals from the real world into the model.
Weather
Correlations such as increased religion on rainy days and increased demand for cold drinks on hot days are calculated automatically.
Rain expected → dine-in +18%Ramadan & Holidays
Ramadan iftar/sahur hours, public holidays, semester breaks and bridge days are integrated into the model.
Iftar time → order peak x3.2Seasonality
Seasonal patterns such as open area preference in summer and increased hot drinks in winter are encountered.
June → cold drink +45%Local Events
Local events such as concerts, matches and fairs are reflected in the predictions of the surrounding branches.
Stadium match → peripheral branches +35%Usage Areas
Forecast results translate into tangible savings in every aspect of the operation.
Raw Material Order
Fire Reduction
Automatically calculate raw material requirement based on estimated number of orders. Reduce overorder induced wastage rate by up to 30%.
Personnel Shift Plan
Peak / Dead Clock Detection
Determine staffing requirements based on hourly forecast. Schedule extra staff for rush hours and minimum staff for calm hours.
Stock Level Adjustment
Optimum Stock
Optimize stock levels based on daily and weekly forecasts. Minimize the risk of overstock and stock shortages.
Daily Forecast Example
A section from the AI briefing delivered to the branch manager every morning.
aiR R intelligence Tomorrow Forecast
Kadıköy Branch — Monday
Rain is expected → increase in religion is predicted
For lunch peak +1 waiter, for the evening +2 kitchen staff recommended.
Frequently asked questions
5 Layers of Intelligence, One Platform
Each feeds from the same data pipeline, working together, reinforcing each other.
See Demand Forecast Live
Try AI-powered demand forecasting specific to your branch for free.
Request DemoWhy robotPOS?
The Easiest, Fastest, Most Hassle-Free Restaurant Automation and Management System
Easy and Practical Use
Solutions that adapt to your workflow and way of working, are practical to use, easy to learn and will be used for years without any problems.
22 Years of Experience
Since 2003, we have been producing end-to-end management solutions from boutique businesses to restaurant and cafe chains with 100s of branches.
Specialized Solutions
We work exclusively in Restaurant and Cafe Automation and are becoming more specialized every day.
New Generation Technology
We are always with you with our New Generation restaurant and cafe automation solutions.
The choice of Turkey's leading brands robotPOS
What Do Our Customers Say?
What our users think about their robotPOS experiences
"On this road that we left Ankara in 1995, we have been providing quality and affordable service to our guests without stopping for more than 23 years. We have managed to become the largest restaurant chain with domestic capital in Turkey (HD İskender, HD Döner, Pidem and Makarnam) with nearly 300’ restaurants in Turkey and Azerbaijan, our competent masters and our quality service!"
Hd Holding
"“As Kahve Dünyası, we have been using the robotPOS system in all our stores, both in Turkey and abroad, for 3 years, as they are a solution company that follows the latest technological developments and quickly offers it to its customers."
Coffee World
"The Story of the Köfteci Ramiz Brand is the story of two orphaned brothers who immigrated from Macedonia to Turkey at the beginning of the 19th century. The brothers, who lost their mother at a young age and whose father was captured in the Gallipoli War, end up in Akhisar, the district of the Aegean. In the way they learned in Macedonia, they serve grilled meatballs with a special pita made of fresh yeast dough. They opened their first shop in Akhisar in 1928, in a tiny shop with 4 tables. After the death of Ramiz Usta in 1970, his four sons continue to keep their father's name alive. In 2000, they opened their second branch in Akhisar on the Izmir-Istanbul Highway. This second branch becomes the springboard and the first Istanbul branch is opened in Levent Çarşı in 2006. Köfteci Ramiz Brand continues to grow with 150 branches in 31 provinces."
Meatball Maker Ramiz
"It all started with a discovery. Our chickens, whose recipes are hidden in us, we marinate for 12-14 hours with unique sauces and various spices"
Chicken World
""
Esto Lahmacun
State your need yourself, get a quote quickly
Finding the most suitable solution for your business is now very easy. Determine your needs in just a few steps and get your specially prepared offer immediately.
- Determine your device need
- Define your production points
- Choose online platform integrations
- Get your special offer quickly
In numbers robotPOS
Leading the digital transformation of businesses
- 0+
- Service in the Country
- %0
- Native Software
- 0+
- Active in Branch
- 0+
- Chain Brand
- 0+
- Personality Team
Why robotPOS?
The Easiest, Fastest, Most Hassle-Free Restaurant Automation and Management System
Easy and Practical Use
Solutions that adapt to your workflow and way of working, are practical to use, easy to learn and will be used for years without any problems.
22 Years of Experience
Since 2003, we have been producing end-to-end management solutions from boutique businesses to restaurant and cafe chains with 100s of branches.
Specialized Solutions
We work exclusively in Restaurant and Cafe Automation and are becoming more specialized every day.
New Generation Technology
We are always with you with our New Generation restaurant and cafe automation solutions.
The choice of Turkey's leading brands robotPOS
What Do Our Customers Say?
What our users think about their robotPOS experiences
"On this road that we left Ankara in 1995, we have been providing quality and affordable service to our guests without stopping for more than 23 years. We have managed to become the largest restaurant chain with domestic capital in Turkey (HD İskender, HD Döner, Pidem and Makarnam) with nearly 300’ restaurants in Turkey and Azerbaijan, our competent masters and our quality service!"
Hd Holding
"“As Kahve Dünyası, we have been using the robotPOS system in all our stores, both in Turkey and abroad, for 3 years, as they are a solution company that follows the latest technological developments and quickly offers it to its customers."
Coffee World
"The Story of the Köfteci Ramiz Brand is the story of two orphaned brothers who immigrated from Macedonia to Turkey at the beginning of the 19th century. The brothers, who lost their mother at a young age and whose father was captured in the Gallipoli War, end up in Akhisar, the district of the Aegean. In the way they learned in Macedonia, they serve grilled meatballs with a special pita made of fresh yeast dough. They opened their first shop in Akhisar in 1928, in a tiny shop with 4 tables. After the death of Ramiz Usta in 1970, his four sons continue to keep their father's name alive. In 2000, they opened their second branch in Akhisar on the Izmir-Istanbul Highway. This second branch becomes the springboard and the first Istanbul branch is opened in Levent Çarşı in 2006. Köfteci Ramiz Brand continues to grow with 150 branches in 31 provinces."
Meatball Maker Ramiz
"It all started with a discovery. Our chickens, whose recipes are hidden in us, we marinate for 12-14 hours with unique sauces and various spices"
Chicken World
""
Esto Lahmacun
State your need yourself, get a quote quickly
Finding the most suitable solution for your business is now very easy. Determine your needs in just a few steps and get your specially prepared offer immediately.
- Determine your device need
- Define your production points
- Choose online platform integrations
- Get your special offer quickly
In numbers robotPOS
Leading the digital transformation of businesses
- 0+
- Service in the Country
- %0
- Native Software
- 0+
- Active in Branch
- 0+
- Chain Brand
- 0+
- Personality Team