A forecast and a simulation service for the FIspace/FIWARE platform is going to be developed and used in an app for beverage producers. Forecasting is very important for the AGRI-FOOD sector since goods are perishable and any surplus production quickly leads to profit deductions and an increase of waste. The discrete-event simulation service is provided to improve the decision-making of production management by facilitating the quantitative assessment of alternative courses of action. This is likely to result in less waste, a higher service level (availability of goods), and cost reduction.