Bake AI Forecast system – intelligent demand forecasting for the bakery and catering
The system uses machine learning to forecast demand, optimise orders, and reduce losses in bakery chains. It analyses sales data and demand drivers such as weather, holidays, and events to support day-to-day stocking decisions.
Plan sales and deliveries based on data
How does Bake AI Forecast support key areas of the organisation?
Reduction of losses
Minimising unsold goods while keeping shelves fully stocked. The system summarises the costs of lost sales and losses in specific amounts (PLN).
Profitability control
Contribution margin analysis (store/product group) allows you to identify the most and least profitable areas instantly.
Price optimization
Centralised end-of-day reduction management prevents costly disposal of short-shelf-life products.
Machine Learning in practice
Algorithms automatically learn the demand patterns of the assortment.
Order automation
Error-free calculation of deliveries taking into account the holiday calendar (e.g., Mother’s Day) and the current weather forecast.
Smart logistics
Integration with OpenStreetMap optimises the routes for moving surplus goods between the nearest points.
What do you gain with Bake AI Forecast?
- Ability to accurately calculate deliveries based on historical data analysis, combined with the event calendar and weather.
- Freshness protection through calculations that rigorously take into account the specifics of the assortment and shelf life limits of products.
- Better matching production to actual demand – elimination of shortages of goods without building up costly, excessive inventory.
- Quick response to the current sales situation through consistent pricing and promotion management across all locations.
Build a competitive advantage with data
The solution does not require a specific POS system. Thanks to API adapters,
the forecasting engine can work with various POS systems and sales.
Bake AI Forecast can also be deployed on-premises,
without transferring data to an external cloud.
FAQ
What factors does the system take into account when forecasting demand?
Does the system require a specific POS or POS software?
Does our sales data need to be uploaded to the cloud?
Do you need a reliable IT services provider?
Then, you are in the right place. We would be happy to talk to you about your next project.