Dature Enterprise

Advanced data-driven planning

ABOUT THE PROJECT

DATURE is an intuitive cloud application for supply chain optimization. This easy-to-use and deploy tool uses machine learning and artificial intelligence algorithms to generate accurate demand forecasts and optimal replenishment recommendations for businesses. With simulation and inventory analysis mechanisms, it independently diagnoses risks of future out-of-stock and overstock situations.

AI/ML Machine Learning-based forecasting used by DATURE can take into account the many variables affecting sales, forecast more accurately and help increase product availability. The Demand Planning process can also take expert knowledge and apply it to sales planning. Available data cleaning and imputation algorithms significantly reduce the impact of anomalies on the forecast.

Inventory optimization based on a mathematical objective function with constraints The inventory optimization engine based on a mathematical objective function with constraints allows selecting optimal inventory control parameters and generating recommendations of stocking for which the total logistics cost is the lowest at a given availability (Service Level).

Automation and control of planning processes Automation of the process of generating forecasts and calculating recommendations significantly shortens the sales and inventory planning process.

WHAT NEEDS DOES THE INNOVATION ADDRESS?

DATURE facilitates accurate operational decisions that increase margins by providing accurate forecasts of product demand and recommendations for optimizing inventory levels and other elements of the supply chain. The reliability of the forecasts is ensured by the use of machine learning and advanced mathematical methods. The tool makes it possible to create a so-called digital twin of an enterprise and simulate the consequences of business decisions, forecasting the value of many interrelated factors. This enables scenario planning and professional risk management. This is crucial in an environment of increasing uncertainty and volatility in the markets, especially in the area of international trade. Dature stands for the synergy of man and advanced technology. It supports advanced S&OP planning processes, relieving planners of time-consuming operations. The implementation of DATURE is based on the reengineering of planning processes, more efficient models are redesigned together with the customer. As a result, organizations achieve tangible business benefits – from cost reduction to greater flexibility and market advantage.

COMPETITIVE ADVANTAGES

A distinguishing feature of the system is the use of advanced mathematical methods and artificial intelligence (machine learning). This results in a significant increase in the quality of forecasts and decisions based on them, especially compared to solutions based on traditional methods of average analysis. In addition to forecasting, the system also provides probability information, which enables professional risk management. Analyses and forecasts are performed on the basis of internal and external data (weather forecast, macroeconomic trends, statistical data), obtained automatically from reliable, user-defined sources. This enables fast, multifaceted analysis especially useful in conditions of high volatility and uncertainty and the need to make accurate decisions The tool allows you to create a so-called digital twin (Digital twin) of an enterprise and simulate the consequences of business decisions, forecasting the value of many interrelated factors. This enables scenario planning and professional risk management. This is crucial in an environment of increasing uncertainty and volatility in the markets, especially in the area of international trade.

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