Inventory and stock management

Inventory and stock management

How does Dature work?

Optimize inventory and forecast demand in 3 easy steps!

Dature is a cloud-based service for forecasting demand and optimizing recommendations for stocking based on the data provided. The operation of the application can be illustrated in 3 simple steps: import data, analyze results, export recommendations and forecasts.

Step 1

Data Import

In agreed-upon cycles, such as weekly or daily, the application retrieves transaction data including. Sales history, current inventory levels future deliveries, and card data, among others. products, suppliers, etc. The extensive ETL tool allows easy adaptation to the data structures the client has and the client's preference for the data exchange method.

Step 2

Data analysis

After importing the data, Dature, using machine learning and artificial intelligence algorithms, generates demand forecasts, simulates future inventory levels, and makes recommendations. This stage also includes diagnosis and alerting of current and future risks of out-of-stock and overstock situations.

Step 3

Data Export

Forecasts, simulations and recommendations can be exported by the application user to MS Excel, for example. They can also, in the ETL process, be transformed and sent in an agreed format, e.g. to an ERP system API.

MATCH DATURE SOLUTIONS
TO SUIT YOUR NEEDS

Dature premium

The application includes Prediction AND Recommendation modules using data from the company's internal system. Based on them, forecasts are periodically generated, which will help you avoid overstocking, warehouse shortages and improve logistics processes in your enterprise.

Dature e-com

It allows demand forecasting by integrating with major e-commerce service platforms. The application works in a plug-and-play format, is hosted in the cloud, and requires only a web browser to operate. Based on historical sales data, Dature E-COM generates demand forecasts and inventory analysis to help you improve the efficiency of your business.

Dature enterprise

It offers the most advanced modeling, processing and inference tools. Predictions in Dature Enterprise are made based on analysis of internal data e.g. sales, promotion, etc., and external data e.g. weather, macroeconomic indicators, etc. The application is built on the basis of deep fuzzy neural networks, artificial intelligence and machine learning. What does this mean for you? Dature Enterprise is able to assess the impact of many different factors on your products and incorporate it into the forecast. This makes your forecasts more accurate, and gives you the opportunity to increase your revenue and build stronger loyalty among your customers.

KNOWLEDGE BASE

29 July 2022
The essence of the classic model of inventory renewal based on the information level – the point of reordering
The main feature of the model based on the so-called. “ordering point,” also known as an information-level ordering system or continuous review [3], is a condition […]
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Fuzzy systems
Based on fuzzy sets, a fuzzy inference system can be built. In such a system, fuzzy rules are implemented for modeling, which in turn make it possible to carry out the process of fuzzy inference.
15 July 2022
The benefits of using artificial intelligence in the supply chain
According to Gartner, the level of automation in supply chain processes will double in the next five years. At the same time, global spending on IIoT […]

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